2021

Lightweight Filtering of Noisy Web Data: Augmenting Fine-grained Datasets with Selected Internet Images
Julia Böhlke and Dimitri Korsch and Paul Bodesheim and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). 2021.
[bibtex] [pdf] [abstract]
Conditional Dependence Tests Reveal the Usage of ABCD Rule Features and Bias Variables in Automatic Skin Lesion Classification
Christian Reimers and Niklas Penzel and Paul Bodesheim and Jakob Runge and Joachim Denzler.
CVPR ISIC Skin Image Analysis Workshop (CVPR-WS). Pages 1810-1819. 2021.
[bibtex] [pdf] [web] [abstract]
Carpe Diem: A Lifelong Learning Tool for Automated Wildlife Surveillance
Clemens-Alexander Brust and Björn Barz and Joachim Denzler.
Computer Science for Biodiversity Workshop (CS4Biodiversity). 2021. (accepted for publication)
[bibtex] [pdf]
Uncovering Stability Princicples of Avian Bipedal Uneven Locomotion
Emanuel Andrada and Oliver Mothes and Dirk Arnold and Joachim Denzler and Martin S. Fischer and Reinhard Blickhan.
26th Congress of the European Society of Biomechanics (ESB). 2021.
[bibtex]
Minimizing the Annotation Effort for Detecting Wildlife in Camera Trap Images with Active Learning
Daphne Auer and Paul Bodesheim and Christian Fiderer and Marco Heurich and Joachim Denzler.
Computer Science for Biodiversity Workshop (CS4Biodiversity). 2021. (accepted for publication)
[bibtex]
Facial Behavior Analysis using 4D Curvature Statistics for Presentation Attack Detection
Martin Thümmel and Sven Sickert and Joachim Denzler.
IEEE International Workshop on Biometrics and Forensics (IWBF). 2021.
[bibtex] [web] [abstract]
Detecting Scenes in Fiction Using the Embedding Delta Signal
Felix Schneider and Björn Barz and Joachim Denzler.
KONVENS Shared Task on Scene Segmentation. 2021. (accepted)
[bibtex]
Counterfactual Generation with Knockoffs
Oana-Iuliana Popescu and Maha Shadaydeh and Joachim Denzler.
arXiv:2102.00951. 2021.
[bibtex] [pdf] [web] [abstract]
Finding Relevant Flood Images on Twitter using Content-based Filters
Björn Barz and Kai Schröter and Ann-Christin Kra and Joachim Denzler.
ICPR Workshop on Machine Learning Advances Environmental Science (MAES). Pages 5-14. 2021.
[bibtex] [pdf] [web] [abstract]
End-to-end Learning of Fisher Vector Encodings for Part Features in Fine-grained Recognition
Dimitri Korsch and Paul Bodesheim and Joachim Denzler.
DAGM German Conference on Pattern Recognition (DAGM-GCPR). 2021.
[bibtex] [pdf] [code] [abstract]
Making Every Label Count: Handling Semantic Imprecision by Integrating Domain Knowledge
Clemens-Alexander Brust and Björn Barz and Joachim Denzler.
International Conference on Pattern Recognition (ICPR) 2020. 2021.
[bibtex] [pdf] [abstract]
Deep Learning Pipeline for Automated Visual Moth Monitoring: Insect Localization and Species Classification
Dimitri Korsch and Paul Bodesheim and Joachim Denzler.
Computer Science for Biodiversity Workshop (CS4Biodiversity). 2021.
[bibtex] [pdf] [code] [abstract]
Automated Visual Large Scale Monitoring of Faunal Biodiversity
Bernd Radig and Paul Bodesheim and Dimitri Korsch and Joachim Denzler and Timm Haucke and Morris Klasen and Volker Steinhage.
Pattern Recognition and Image Analysis. pages 477-488. 2021.
[bibtex] [pdf] [web] [abstract]
Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals
Wasim Ahmad and Maha Shadaydeh and Joachim Denzler.
20th IEEE International Conference on Machine Learning and Applications (ICMLA). 2021. (accepted for publication)
[bibtex] [pdf] [abstract]
Weakly Supervised Segmentation Pretraining for Plant Cover Prediction
Matthias Körschens and Paul Bodesheim and Christine Römermann and Solveig Franziska Bucher and Mirco Migliavacca and Josephine Ulrich and Joachim Denzler.
DAGM German Conference on Pattern Recognition (DAGM-GCPR). 2021. (accepted for publication)
[bibtex]
A Data-Driven Approach to Partitioning Net Ecosystem Exchange Using a Deep State Space Model
Violeta Teodora Trifunov and Maha Shadaydeh and Jakob Runge and and Markus Reichstein and Joachim Denzler.
IEEE Access. 9: pages 107873-107883. 2021.
[bibtex] [web] [abstract]
Self-Supervised Learning from Semantically Imprecise Data
Clemens-Alexander Brust and Björn Barz and Joachim Denzler.
arXiv preprint arXiv:2104.10901. 2021.
[bibtex] [pdf] [abstract]
Data-Driven Detection of General Chiasmi Using Lexical and Semantic Features
Felix Schneider and Phillip Brandes and Björn Barz and Sophie Marshall and Joachim Denzler.
SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature. 2021. (accepted)
[bibtex]
Conditional Adversarial Debiasing: Towards Learning Unbiased Classifiers from Biased Data
Christian Reimers and Paul Bodesheim and Jakob Runge and Joachim Denzler.
DAGM German Conference on Pattern Recognition (DAGM-GCPR). 2021. (accepted for publication)
[bibtex]
Exploiting Web Images for Moth Species Classification
Julia Böhlke and Dimitri Korsch and Paul Bodesheim and Joachim Denzler.
Computer Science for Biodiversity Workshop (CS4Biodiversity). 2021. (accepted for publication)
[bibtex]
Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning
Violeta Teodora Trifunov and Maha Shadaydeh and Björn Barz and Joachim Denzler.
2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA). 2021.
[bibtex] [pdf]
Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification
Lorenzo Brigato and Björn Barz and Luca Iocchi and Joachim Denzler.
ICCV Workshop on Visual Inductive Priors for Data-Efficient Deep Learning. 2021.
[bibtex] [pdf] [abstract]
WikiChurches: A Fine-Grained Dataset of Architectural Styles with Real-World Challenges
Björn Barz and Joachim Denzler.
NeurIPS 2021 Track on Datasets and Benchmarks. 2021.
[bibtex] [abstract]
Automatic Plant Cover Estimation with Convolutional Neural Networks
Matthias Körschens and Paul Bodesheim and Christine Römermann and Solveig Franziska Bucher and Mirco Migliavacca and Josephine Ulrich and Joachim Denzler.
Computer Science for Biodiversity Workshop (CS4Biodiversity). 2021. (accepted for publication)
[bibtex]
Investigating the Consistency of Uncertainty Sampling in Deep Active Learning
Niklas Penzel and Christian Reimers and Clemens-Alexander Brust and Joachim Denzler.
DAGM German Conference on Pattern Recognition (DAGM-GCPR). 2021. (accepted for publication)
[bibtex]
Content-based Image Retrieval and the Semantic Gap in the Deep Learning Era
Björn Barz and Joachim Denzler.
ICPR Workshop on Content-Based Image Retrieval (CBIR2020). Pages 245-260. 2021.
[bibtex] [pdf] [abstract]
Analysing the Direction of Emotional Influence in Nonverbal Dyadic Communication: A Facial-Expression Study
Maha Shadaydeh and Lea Müller and Dana Schneider and Martin Thümmel and Thomas Kessler and Joachim Denzler.
IEEE Access. 2021.
[bibtex] [pdf] [web]

2020

Do We Train on Test Data? Purging CIFAR of Near-Duplicates
Björn Barz and Joachim Denzler.
Journal of Imaging. 6 (6): 2020.
[bibtex] [pdf] [web] [abstract]
Deep Learning--an Opportunity and a Challenge for Geo-and Astrophysics
Christian Reimers and Christian Requena-Mesa. 2020.
[bibtex]
Scaling carbon fluxes from eddy covariance sites to globe: synthesis and evaluation of the FLUXCOM approach
Martin Jung and Christopher Schwalm and Mirco Migliavacca and Sophia Walther and Gustau Camps-Valls and Sujan Koirala and Peter Anthoni and Simon Besnard and Paul Bodesheim and Nuno Carvalhais and Frederic Chevallier and Fabian Gans and Daniel S. Goll and Vanessa Haverd and Philipp Köhler and Kazuhito Ichii and Atul K. Jain and Junzhi Liu and Danica Lombardozzi and Julia E.M.S. Nabel and Jacob A. Nelson and Michael OSullivan and Martijn Pallandt and Dario Papale and Wouter Peters and Julia Pongratz and Christian Rödenbeck and Stephen Sitch and Gianluca Tramontana and Anthony Walker and Ulrich Weber and Markus Reichstein.
Biogeosciences. 17 (5): pages 1343-1365. 2020.
[bibtex] [pdf] [web] [abstract]
A Virtual "Werkstatt" for Digitization in the Sciences
Sheeba Samuel and Maha Shadaydeh and Sebastian Böcker and Bernd Brügmann and Solveig F. Bucher and Volker Deckert and Joachim Denzler and Peter Dittrich and Ferdinand von Eggeling and Daniel Güllmar and Orlando Guntinas-Lichius and Birgitta König-Ries and Frank Löffler and Lutz Maicher and Manja Marz and Mirco Migliavacca and Jürgen R. Reichenbach and Markus Reichstein and Christine Römermann and Andrea Wittig.
Research Ideas and Outcomes. 6: pages e54106. 2020.
[bibtex] [web] [abstract]
EarthNet2021: A novel large-scale dataset and challenge for forecasting localized climate impacts
Christian Requena-Mesa and Vitus Benson and Joachim Denzler and Jakob Runge and Markus Reichstein.
arXiv preprint arXiv:2012.06246. 2020.
[bibtex] [web]
Determining the Relevance of Features for Deep Neural Networks
Christian Reimers and Jakob Runge and Joachim Denzler.
European Conference on Computer Vision. Pages 330-346. 2020.
[bibtex] [abstract]
Deep Learning on Small Datasets without Pre-Training using Cosine Loss
Björn Barz and Joachim Denzler.
IEEE Winter Conference on Applications of Computer Vision (WACV). Pages 1360-1369. 2020.
[bibtex] [pdf] [code] [abstract]
Earth system data cubes unravel global multivariate dynamics
Miguel D. Mahecha and Fabian Gans and Gunnar Brandt and Rune Christiansen and Sarah E. Cornell and Normann Fomferra and Guido Kraemer and Jonas Peters and Paul Bodesheim and Gustau Camps-Valls and Jonathan F. Donges and Wouter Dorigo and Lina M. Estupinan-Suarez and Victor H. Gutierrez-Velez and Martin Gutwin and Martin Jung and Maria C. Londono and Diego Miralles and Phillip Papastefanou and Markus Reichstein.
Earth System Dynamics. 11 (1): pages 201-234. 2020.
[bibtex] [pdf] [web] [abstract]
Functional outcome and quality of life after hypoglossal-facial jump nerve suture
Gerd F. Volk and Maren Geitner and Katharina Geißler and Jovanna Thielker and Ashraf Raslan and Oliver Mothes and Christian Dobel and Orlando Guntinas-Lichius.
Frontiers Surgery - Otorhinolaryngology - Head and Neck Surgery. 2020.
[bibtex] [abstract]
Semantic and Interactive Content-based Image Retrieval
Björn Barz. 2020. Dissertation. ISBN 978-3-7369-7346-6.
[bibtex] [web]
Understanding changes in environmental time series with time-frequency causality analysis
Maha Shadaydeh and Yanira Guanche Garcia and Miguel Mahecha and Joachim Denzler.
European Geosciences Union General Assembly (EGU): Abstract + Poster Presentation. 2020.
[bibtex] [pdf] [web] [abstract]
Exploring and Exploiting Conditioning of Reinforcement Learning Agents
Arip Asadulaev and Igor Kuznetsov and Gideon Stein and Andrey Filchenkov.
IEEE Access. 8: pages 211951-211960. 2020.
[bibtex] [abstract]
Automatic and Objective Facial Palsy Grading Index Prediction using Deep Feature Regression
Anish Raj and Oliver Mothes and Sven Sickert and Gerd F. Volk and Orlando Guntinas-Lichius and Joachim Denzler.
Annual Conference on Medical Image Understanding and Analysis (MIUA). Pages 253-266. 2020.
[bibtex] [web] [abstract]
The Whole Is More Than Its Parts? From Explicit to Implicit Pose Normalization
Marcel Simon and Erik Rodner and Trevor Darell and Joachim Denzler.
IEEE Transactions on Pattern Analysis and Machine Intelligence. 42 (3): pages 749-763. 2020. (Pre-print published in 2019.)
[bibtex] [pdf] [web] [abstract]
Active and Incremental Learning with Weak Supervision
Clemens-Alexander Brust and Christoph Käding and Joachim Denzler.
Künstliche Intelligenz (KI). 2020.
[bibtex] [pdf] [abstract]
Region-based Edge Convolutions with Geometric Attributes for the Semantic Segmentation of Large-scale 3D Point Clouds
Jhonatan Contreras and Sven Sickert and Joachim Denzler.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 13 (1): pages 2598-2609. 2020.
[bibtex] [pdf] [web] [abstract]
Towards Confirmable Automated Plant Cover Determination
Matthias Körschens and Paul Bodesheim and Christine Römermann and Solveig Franziska Bucher and Josephine Ulrich and Joachim Denzler.
ECCV Workshop on Computer Vision Problems in Plant Phenotyping (CVPPP). 2020.
[bibtex] [pdf] [web] [supplementary] [abstract]

2019

Classification-Specific Parts for Improving Fine-Grained Visual Categorization
Dimitri Korsch and Paul Bodesheim and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 62-75. 2019.
[bibtex] [pdf] [web] [code] [abstract]
Hierarchy-based Image Embeddings for Semantic Image Retrieval
Björn Barz and Joachim Denzler.
IEEE Winter Conference on Applications of Computer Vision (WACV). Pages 638-647. 2019. Best Paper Award
[bibtex] [pdf] [web] [code] [presentation] [supplementary] [abstract]
Registration of High Resolution Sar and Optical Satellite Imagery Using Fully Convolutional Networks
Stefan Hoffmann and Clemens-Alexander Brust and Maha Shadaydeh and Joachim Denzler.
International Geoscience and Remote Sensing Symposium (IGARSS). Pages 5152-5155. 2019.
[bibtex] [pdf] [abstract]
International Validation of an Automated Algorithm to Classify the Severity of Facial Palsy
Orlando Guntinas-Lichius and Gerd F. Volk and Joachim Denzler.
Laryngo-Rhino-Otologie. 98 (S02): pages 357-358. 2019.
[bibtex] [web]
Machine Learning based Classification of Facial Palsies using Standard Still Photografies
Orlando Guntinas-Lichius and Oliver Mothes and Gerd F. Volk and Carsten M. Klingner and Otto W. Witte and Peter Schlattmann and Joachim Denzler.
Laryngo-Rhino-Otologie. 98 (S02): pages 360. 2019.
[bibtex] [web]
One-Shot Learned Priors in Augmented Active Appearance Models for Anatomical Landmark Tracking
Oliver Mothes and Joachim Denzler.
Computer Vision, Imaging and Computer Graphics -- Theory and Applications. Pages 85-104. 2019.
[bibtex] [abstract]
Diverse Perspectives on the Relationship between Artificial Intelligence and Pattern Recognition
Björn Barz and Prerana Mukherjee and Brejesh Lall and Elham Vahdati. 2019.
[bibtex] [web] [abstract]
LOST: A flexible framework for semi-automatic image annotation
Jonas Jäger and Gereon Reus and Joachim Denzler and Viviane Wolff and Klaus Fricke-Neuderth.
arXiv preprint arXiv:1910.07486. 2019.
[bibtex] [pdf]
Deep learning and process understanding for data-driven Earth system science
Markus Reichstein and Gustau Camps-Valls and Bjorn Stevens and Martin Jung and Joachim Denzler and Nuno Carvalhais and Prabhat.
Nature. 566 (7743): pages 195-204. 2019.
[bibtex] [web] [abstract]
Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection
Björn Barz and Erik Rodner and Yanira Guanche Garcia and Joachim Denzler.
IEEE Transactions on Pattern Analysis and Machine Intelligence. 41 (5): pages 1088-1101. 2019. (Pre-print published in 2018.)
[bibtex] [pdf] [web] [code] [abstract]
Fetal ECG extraction exploiting joint sparse supports in a dual dictionary framework
Furrukh Sana and Tarig Ballal and Maha Shadaydeh and Ibrahim Hoteit and Tareq Y. Al-Naffouri.
Biomedical Signal Processing and Control. 48: pages 46 - 60. 2019.
[bibtex] [pdf] [web] [abstract]
Fusionskonzept zur Reibwertschätzung auf Basis von Wetter- und Fahrbahnzustandsinformationen
Waldemar Jarisa and Roman Henze and Ferit Kücükay and Felix Schneider and Joachim Denzler and Bernd Hartmann.
VDI-Fachtagung Reifen - Fahrwerk - Fahrbahn. 2019. Best Paper Award
[bibtex] [abstract]
Automated Polyp Differentiation on Coloscopic Data using Semantic Segmentation with CNNs
Marie Arlt and Jack Peter and Sven Sickert and Clemens-Alexander Brust and Joachim Denzler and Andreas Stallmach.
Endoscopy. 51 (04): pages 4. 2019.
[bibtex] [web] [abstract]
Not just a Matter of Semantics: The Relationship between Visual Similarity and Semantic Similarity
Clemens-Alexander Brust and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 414-427. 2019.
[bibtex] [pdf] [abstract]
Long-term home-based Surface Electrostimulation is useful to prevent atrophy in denervated Facial Muscles
Gerd F. Volk and Martin Thümmel and Oliver Mothes and Dirk Arnold and Jovanna Thielker and Joachim Denzler and Valeria Mastryukova and Winfried Mayr and Orlando Guntinas-Lichius.
Vienna Workshop on Functional Electrical Stimulation (FESWS). 2019.
[bibtex] [pdf] [abstract]
Active Learning for Deep Object Detection
Clemens-Alexander Brust and Christoph Käding and Joachim Denzler.
Computer Vision Theory and Applications (VISAPP). Pages 181-190. 2019.
[bibtex] [pdf] [abstract]
Automatically Estimating Forestal Characteristics in 3D Point Clouds using Deep Learning
Jhonatan Contreras and Sven Sickert and Joachim Denzler.
iDiv Annual Conference 2019. 2019. Poster
[bibtex] [web] [abstract]
Integrating Domain Knowledge: Using Hierarchies to Improve Deep Classifiers
Clemens-Alexander Brust and Joachim Denzler.
Asian Conference on Pattern Recognition (ACPR). 2019.
[bibtex] [pdf] [abstract]
Fully Convolutional Networks in Multimodal Nonlinear Microscopy Images for Automated Detection of Head and Neck Carcinoma: A Pilot Study
Erik Rodner and Thomas Bocklitz and Ferdinand von Eggeling and Günther Ernst and Olga Chernavskaia and Jürgen Popp and Joachim Denzler and Orlando Guntinas-Lichius.
Head \& Neck. 41 (1): pages 116-121. 2019.
[bibtex] [web] [abstract]
Toy models to analyze emergent constraint approaches
Xavier-Andoni Tibau and Christian Reimers and Veronika Eyring and Joachim Denzler and Markus Reichstein and Jakob Runge.
European Geosciences Union General Assembly (EGU): Abstract + Poster Presentation. 2019.
[bibtex] [pdf] [web] [abstract]
Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality
Lea Müller and Maha Shadaydeh and Martin Thümmel and Thomas Kessler and Dana Schneider and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). 2019.
[bibtex] [pdf] [abstract]
Using Causal Inference to Globally Understand Black Box Predictors Beyond Saliency Maps
Christian Reimers and Jakob Runge and Joachim Denzler.
International Workshop on Climate Informatics (CI). 2019.
[bibtex] [pdf] [abstract]
Self-supervised Data Bootstrapping for Deep Optical Character Recognition of Identity Documents
Oliver Mothes and Joachim Denzler.
arXiv preprint arXiv:1908.04027. 2019.
[bibtex] [pdf] [abstract]
Longitudinale Analyse der mimischen Gesichtsmuskulatur bei Patienten mit Morbus Parkinson
Hendrik Speckamp and Tim Berning and Tino Prell and Orlando Guntinas-Lichius and Martin Thümmel and Gerd F. Volk.
Ultraschall in der Medizin - European Journal of Ultrasound (in press). 2019. Best Poster Award
[bibtex] [pdf] [web] [abstract]
ELPephants: A Fine-Grained Dataset for Elephant Re-Identification
Matthias Körschens and Joachim Denzler.
ICCV Workshop on Computer Vision for Wildlife Conservation (ICCV-WS). 2019.
[bibtex] [pdf] [abstract]
Causal Link Estimation under Hidden Confounding in Ecological Time Series
Violeta Teodora Trifunov and Maha Shadaydeh and Jakob Runge and Veronika Eyring and Markus Reichstein and Joachim Denzler.
International Workshop on Climate Informatics (CI). 2019.
[bibtex] [pdf] [abstract]
Information-Theoretic Active Learning for Content-Based Image Retrieval
Björn Barz and Christoph Käding and Joachim Denzler.
German Conference on Pattern Recognition (GCPR) 2018. Lecture Notes in Computer Science. Pages 650-666. 2019.
[bibtex] [pdf] [code] [supplementary] [abstract]
Automated objective and marker-free facial grading using photographs of patients with facial palsy.
Oliver Mothes and Luise Modersohn and Gerd Fabian Volk and Carsten Klingner and Otto W. Witte and Peter Schlattmann and Joachim Denzler and Orlando Guntinas-Lichius.
European Archives of Oto-Rhino-Laryngology. 2019.
[bibtex] [pdf]
Nonlinear Causal Link Estimation under Hidden Confounding with an Application to Time-Series Anomaly Detection
Violeta Teodora Trifunov and Maha Shadaydeh and Jakob Runge and Veronika Eyring and Markus Reichstein and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 261-273. 2019.
[bibtex] [pdf] [abstract]
Edge-Convolution Point Net For Semantic Segmentation Of Large-Scale Point Clouds
Jhonatan Contreras and Joachim Denzler.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Pages 5236-5239. 2019.
[bibtex] [web] [abstract]
Time-Frequency Causal Inference Uncovers Anomalous Events in Environmental Systems
Maha Shadaydeh and Joachim Denzler and Yanira Guanche Garcia and Miguel Mahecha.
German Conference on Pattern Recognition (GCPR). Pages 499-512. 2019.
[bibtex] [pdf] [abstract]
Visibility Guided NMS: Efficient Boosting of Amodal Object Detection in Crowded Traffic Scenes
Nils Gählert and Niklas Hanselmann and Uwe Franke and Joachim Denzler.
Machine Learning for Autonomous Driving Workshop at NeurIPS (NeurIPS-WS). 2019.
[bibtex] [abstract]
Attribution of Multivariate Extreme Events
Yanira Guanche and Maha Shadaydeh and Miguel Mahecha and Joachim Denzler.
International Workshop on Climate Informatics (CI). 2019.
[bibtex] [pdf] [abstract]
Predicting Landscapes from Environmental Conditions Using Generative Networks
Christian Requena-Mesa and Markus Reichstein and Miguel Mahecha and Basil Kraft and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 203-217. 2019.
[bibtex] [abstract]
Intraoperative Online Image-guided Biopsie on the Basis of a Deep Learning Algorithm to the Automatic Detection of Head and Neck Carcinoma by Means of Real Time Near-Infrared ICG Fluorescence Endoscopy
Andreas Dittberner and Sven Sickert and Joachim Denzler and Orlando Guntinas-Lichius.
Laryngo-Rhino-Otologie. 98 (S02): pages 115. 2019.
[bibtex] [web]

2018

Putting User Reputation on the Map: Unsupervised Quality Control for Crowdsourced Historical Data
Björn Barz and Thomas C. van Dijk and Bert Spaan and Joachim Denzler.
2nd ACM SIGSPATIAL Workshop on Geospatial Humanities. Pages 3:1-3:6. 2018.
[bibtex] [pdf] [abstract]
Classification of Spatiotemporal Marine Climate Patterns using Wavelet Coherence and Markov Random Field
Maha Shadaydeh and Yanira Guanche Garcia and Joachim Denzler.
American Geophysical Union Fall Meeting (AGU): Abstract + Oral Presentation. 2018.
[bibtex] [web] [abstract]
SupernoVAE: Using deep learning to find spatio-temporal dynamics in Earth system data
Xavier-Andoni Tibau and Christian Requena-Mesa and Christian Reimers and Joachim Denzler and Veronika Eyring and Markus Reichstein and Jakob Runge.
American Geophysical Union Fall Meeting (AGU): Abstract + Poster Presentation. 2018.
[bibtex] [web] [abstract]
BACI: Towards a Biosphere Atmosphere Change Index - Detection of Extreme Events in the Biosphere
Yanira Guanche Garcia and Maha Shadaydeh and Miguel Mahecha and Markus Reichstein and Joachim Denzler.
BigSkyEarth Conference: AstroGeoInformatics. 2018.
[bibtex] [pdf] [web]
Automatic Query Image Disambiguation for Content-Based Image Retrieval
Björn Barz and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 249-256. 2018.
[bibtex] [pdf] [code] [abstract]
In Defense of Active Part Selection for Fine-Grained Classification
Dimitri Korsch and Joachim Denzler.
Pattern Recognition and Image Analysis. 28 (4): pages 658-663. 2018.
[bibtex] [web] [abstract]
Enhancing Flood Impact Analysis using Interactive Retrieval of Social Media Images
Björn Barz and Kai Schröter and Moritz Münch and Bin Yang and Andrea Unger and Doris Dransch and Joachim Denzler.
Archives of Data Science, Series A. 5 (1): pages A06, 21 S. online. 2018.
[bibtex] [pdf] [abstract]
SupernoVAE: VAE based Kernel-PCA for Analysis of Spatio-Temporal Earth Data
Xavier-Andoni Tibau and Christian Requena-Mesa and Christian Reimers and Joachim Denzler and Veronika Eyring and Markus Reichstein and Jakob Runge.
International Workshop on Climate Informatics (CI). Pages 73-76. 2018.
[bibtex] [web] [abstract]
Analyzing the Time Variant Causality in Ecological Time Series: A Time-Frequency Approach
Maha Shadaydeh and Yanira Guanche Garcia and Miguel Mahecha and Markus Reichstein and Joachim Denzler.
International Conference on Ecological Informatics (ICEI). Pages 151-152. 2018.
[bibtex] [abstract]
HER2 challenge contest: a detailed assessment of automated HER2 scoring algorithms in whole slide images of breast cancer tissues
Talha Qaiser and Abhik Mukherjee and Chaitanya Reddy PB and Sai D Munugoti and Vamsi Tallam and Tomi Pitkaho and Taina Lehtimki and Thomas Naughton and Matt Berseth and Anbal Pedraza and Ramakrishnan Mukundan and Matthew Smith and Abhir Bhalerao and Erik Rodner and Marcel Simon and Joachim Denzler and Chao-Hui Huang and Gloria Bueno and David Snead and Ian O Ellis and Mohammad Ilyas and Nasir Rajpoot.
Histopathology. 72 (2): pages 227-238. 2018.
[bibtex] [web] [abstract]
Automated MRI Volumetry of the Olfactory Bulb
Niclas Schmitt and Sven Sickert and Orlando Guntinas-Lichius and Thomas Bitter and Joachim Denzler.
Laryngo-Rhino-Otologie. 97 (S02): pages 36. 2018.
[bibtex] [web] [abstract]
Development of an Automatic Image Analysis Method by Deep Learning Methods for the Detection of Head and Neck Cancer Based on Standard Real-Time Near-Infrared ICG Fluorescence Endoscopy Images (NIR-ICG-FE)
Andreas Dittberner and Sven Sickert and Joachim Denzler and Orlando Guntinas-Lichius and Thomas Bitter and Sven Koscielny.
Laryngo-Rhino-Otologie. 97 (S02): pages 97. 2018.
[bibtex] [web] [abstract]
On the relation between Artifical Intelligence and Pattern Recognition
Björn Barz.
2018. Award-winning entry in the ICPRAI 2018 Competition
[bibtex] [pdf]
Multi-view Anatomical Animal Landmark Localization using Deep Feature Regression
Oliver Mothes and Joachim Denzler.
ICPR Workshop on Visual Observation and Analysis of Vertebrate And Insect Behavior (ICPR-WS). 2018.
[bibtex]
Extreme anomaly event detection in biosphere using linear regression and a spatiotemporal MRF model
Yanira Guanche Garcia and Maha Shadaydeh and Miguel Mahecha and Joachim Denzler.
Natural Hazards. pages 1-19. 2018.
[bibtex] [pdf] [web] [abstract]
Aquaplaning - a potential hazard also for Automated Driving
Bernd Hartmann and Thomas Raste and Matthias Kretschmann and Manuel Amthor and Felix Schneider and Joachim Denzler.
ITS automotive nord e.V. (Hrsg.), Braunschweig. 2018.
[bibtex]
Causality analysis of ecological time series: a time-frequency approach
Maha Shadaydeh and Yanira Guanche Garcia and Miguel Mahecha and Markus Reichstein and Joachim Denzler.
International Workshop on Climate Informatics (CI). 2018.
[bibtex] [pdf]
Deep Learning is not a Matter of Depth but of Good Training
Björn Barz and Joachim Denzler.
International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI). Pages 683-687. 2018.
[bibtex] [pdf] [abstract]
Discovering unknown visual objects with novelty detection techniques
Paul Bodesheim. 2018. Dissertation. ISBN: 978-3-8439-3546-3
[bibtex] [web] [abstract]
Keeping the Human in the Loop: Towards Automatic Visual Monitoring in Biodiversity Research
Joachim Denzler and Christoph Käding and Clemens-Alexander Brust.
International Conference on Ecological Informatics (ICEI). Pages 16. 2018.
[bibtex] [abstract]
Active Learning for Regression Tasks with Expected Model Output Changes
Christoph Käding and Erik Rodner and Alexander Freytag and Oliver Mothes and Björn Barz and Joachim Denzler.
British Machine Vision Conference (BMVC). 2018.
[bibtex] [pdf] [code] [supplementary] [abstract]
Upscaled diurnal cycles of land-atmosphere fluxes: a new global half-hourly data product
Paul Bodesheim and Martin Jung and Fabian Gans and Miguel D. Mahecha and Markus Reichstein.
Earth System Science Data. 10 (3): pages 1327-1365. 2018.
[bibtex] [pdf] [web] [abstract]
SMOS Vegetation Optical Depth and Ecosystem Functional Properties: Exploring Their Relationships in Tropical Forests
Gaia Vaglio Laurin and Cristina Vittucci and Gianluca Tramontana and Paul Bodesheim and Paolo Ferrazzoli and Leila Guerriero and Martin Jung and Miguel D. Mahecha and Dario Papale.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Pages 5891-5894. 2018.
[bibtex] [pdf] [web] [abstract]
Domain knowledge integration for causality analysis of carbon-cycle variables
Violeta Teodora Trifunov and Maha Shadaydeh and Jakob Runge and Veronika Eyring and Markus Reichstein and Joachim Denzler.
American Geophysical Union Fall Meeting (AGU): Abstract + Poster Presentation. 2018.
[bibtex] [web] [abstract]
Towards Automatic Identification of Elephants in the Wild
Matthias Körschens and Björn Barz and Joachim Denzler.
AI for Wildlife Conservation Workshop (AIWC). 2018.
[bibtex] [pdf] [abstract]
When tree rings go global: challenges and opportunities for retro-and prospective insight
Flurin Babst and Paul Bodesheim and Noah Charney and Andrew D. Friend and Martin P. Girardin and Stefan Klesse and David J.P. Moore and Kristina Seftigen and Jesper Björklund and Olivier Bouriaud and Andria Dawson and R. Justin DeRose and Michael C. Dietze and Annemarie H. Eckes and Brian Enquist and David C. Frank and Miguel D. Mahecha and Benjamin Poulter and Sydne Record and Valerie Trouet and Rachael H. Turton and Zhen Zhang and Margaret E.K. Evans.
Quaternary Science Reviews. 197: pages 1-20. 2018.
[bibtex] [web] [abstract]
Facial motor and non-motor disabilities in patients with central facial paresis: a prospective cohort study
Gerd F. Volk and Anika Steinerstauch and Annegret Lorenz and Luise Modersohn and Oliver Mothes and Joachim Denzler and Carsten M. Klingner and Farsin Hamzei and Orlando Guntinas-Lichius.
Journal of Neurology. 2018.
[bibtex]
Dataless Black-Box Model Comparison
Christoph Theiß and Clemens-Alexander Brust and Joachim Denzler.
Pattern Recognition and Image Analysis (PRIA). 28 (4): pages 676-683. 2018. (also published at ICPRAI 2018)
[bibtex] [abstract]

2017

Finding the Unknown: Novelty Detection with Extreme Value Signatures of Deep Neural Activations
Alexander Schultheiss and Christoph Käding and Alexander Freytag and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 226-238. 2017.
[bibtex] [pdf] [supplementary] [abstract]
Towards Unconstrained Content Recognition of Additional Traffic Signs
Thomas Wenzel and Steffen Brueggert and Joachim Denzler.
IEEE Intelligent Vehicles Symposium (IV). Pages 1421-1427. 2017.
[bibtex] [web] [abstract]
Large-Scale Gaussian Process Inference with Generalized Histogram Intersection Kernels for Visual Recognition Tasks
Erik Rodner and Alexander Freytag and Paul Bodesheim and Björn Fröhlich and Joachim Denzler.
International Journal of Computer Vision (IJCV). 121 (2): pages 253-280. 2017.
[bibtex] [pdf] [web] [abstract]
Wetland mapping by fusion of airborne laser scanning and multi-temporal multispectral satellite imagery
Maha Shadaydeh and Andras Zlinszky and Andrea Manno-Kovacs and Tamas Sziranyi.
International Journal of Remote Sensing. 38 (23): pages 7422-7440. 2017.
[bibtex] [pdf] [web] [abstract]
Semantic Segmentation of Outdoor Areas using 3D Moment Invariants and Contextual Cues
Sven Sickert and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 165-176. 2017.
[bibtex] [pdf] [abstract]
Image denoising via collaborative support-agnostic recovery
Muzammil Behzad and Mudassir Masood and Tarig Ballal and Maha Shadaydeh and Tareq. Y. Al-Naffouri.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Pages 1343-1347. 2017.
[bibtex] [web] [abstract]
Multi-marker tracking for large-scale X-ray stereo video data
Xiaoyan Jiang and Marcel Simon and Yuan Yang and Joachim Denzler.
Signal Processing: Image Communication. 59 (Supplement C): pages 140 - 149. 2017.
[bibtex] [web]
From Corners To Rectangles Directional Road Sign Detection Using Learned Corner Representations
Thomas Wenzel and Ta-Wei Chou and Steffen Brueggert and Joachim Denzler.
IEEE Intelligent Vehicles Symposium (IV). Pages 1039-1044. 2017.
[bibtex] [web] [abstract]
A Feedback Estimation Approach for Therapeutic Facial Training
Cornelia Dittmar and Joachim Denzler and Horst-Michael Gross.
IEEE International Conference on Automatic Face and Gesture Recognition (FG). Pages 141-148. 2017.
[bibtex] [abstract]
Underwater and in the Cloud: Web-based Machine Learning for Fish Video Analysis
Jonas Jäger and Claudia Kruschel and Stewart T. Schultz and Dubravko Pedjo and Viviane Wolff and Klaus Fricke-Neuderth and Joachim Denzler.
52nd European Marine Biology Symposium. 2017.
[bibtex] [pdf]
Improved tree-ring archives will support earth-system science
Flurin Babst and Benjamin Poulter and Paul Bodesheim and Miguel D. Mahecha and David C. Frank.
Nature Ecology \& Evolution. 1 (2): 2017.
[bibtex] [web] [abstract]
Generalized orderless pooling performs implicit salient matching
Marcel Simon and Yang Gao and Trevor Darrell and Joachim Denzler and Erik Rodner.
International Conference on Computer Vision (ICCV). Pages 4970-4979. 2017.
[bibtex] [pdf]
Video Instruction for Synchronous Video Recording of Mimic Movement of Patients with Facial Palsy
Rebecca Anna Schaede and Gerd F. Volk and Luise Modersohn and Jodie M. Barth and Joachim Denzler and Orlando Guntinas-Lichius.
Laryngo-Rhino-Otologie. 2017.
[bibtex] [web] [abstract]
When tree rings go global: challenges and opportunities for retro- andprospective insights
Flurin Babst and Olivier Bouriaud and Benjamin Poulter and Zhen Zhang and Valerie Trouet and Margaret Evans and Noah Charney and Sydne Record and Brian Enquist and Kristina Seftigen and Jesper Bjrklund and Stefan Klesse and Paul Bodesheim and Miguel Mahecha and Martin Girardin and Andrew Friend and David Frank.
European Geosciences Union General Assembly (EGU): Abstract + Oral Presentation. 2017.
[bibtex] [pdf] [web] [abstract]
Modelling ocean parameters through Graphical Models
Felix Schneider and Yanira Guanche and Joachim Denzler.
MTS/IEEE OCEANS Conference Aberdeen. Pages 1-6. 2017.
[bibtex] [pdf]
Fast Learning and Prediction for Object Detection using Whitened CNN Features
Björn Barz and Erik Rodner and Christoph Käding and Joachim Denzler.
arXiv preprint arXiv:1704.02930. 2017.
[bibtex] [pdf] [web]
Towards Automated Visual Monitoring of Individual Gorillas in the Wild
Brust, Clemens-Alexander and Burghardt, Tilo and Groenenberg, Milou and Käding, Christoph and Kühl, Hjalmar and Manguette, Marie and Denzler, Joachim.
ICCV Workshop on Visual Wildlife Monitoring (ICCV-WS). Pages 2820-2830. 2017.
[bibtex] [pdf] [abstract]
Unsupervised Group Activity Detection by Hierarchical Dirichlet Processes
Ali Al-Raziqi and Joachim Denzler.
International Conference on Image Analysis and Recognition (ICIAR). Pages 399-407. 2017.
[bibtex] [pdf] [web] [abstract]
Maximally Divergent Intervals for Extreme Weather Event Detection
Björn Barz and Yanira Guanche and Erik Rodner and Joachim Denzler.
MTS/IEEE OCEANS Conference Aberdeen. Pages 1-9. 2017.
[bibtex] [pdf] [abstract]
Multivariate anomaly detection for Earth observations: a comparison of algorithms and feature extraction techniques
Milan Flach and Fabian Gans and Alexander Brenning and Joachim Denzler and Markus Reichstein and Erik Rodner and Sebastian Bathiany and Paul Bodesheim and Yanira Guanche and Sebasitan Sippel and Miguel D. Mahecha.
Earth System Dynamics. 8 (3): pages 677-696. 2017.
[bibtex] [pdf] [web] [abstract]
Deep bilinear features for Her2 scoring in digital pathology
Erik Rodner and Marcel Simon and Joachim Denzler.
Current Directions in Biomedical Engineering. 3 (2): pages 811-814. 2017.
[bibtex] [pdf]
You Have To Look More Than Once: Active and Continuous Exploration using YOLO
Clemens-Alexander Brust and Christoph Käding and Joachim Denzler.
2017. Poster presentation and extended abstract
[bibtex] [abstract]
Why Computer Science needs to meet Ecology
Gustau Camps-Valls and Benjamin Adams and Joachim Denzler and Thomas Hickler and Birgitta König-Ries and Markus Reichstein and Johann Wolfgang Wägele.
Dagstuhl Reports. 7 (2): pages 114-120. 2017.
[bibtex] [web]
Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning
Marc Aubreville and Christian Knipfer and Nicolai Oetter and Christian Jaremenko and Erik Rodner and Joachim Denzler and Christopher Bohr and Helmut Neumann and Florian Stelzle and Andreas Maier.
Scientific Reports. 7 (1): pages 41598-017. 2017.
[bibtex] [web]
Biosphere Anomalies Detection by Regression Models
Yanira Guanche and Maha Shadaydeh and Miguel Mahecha and Joachim Denzler.
Conference on Advances in Extreme Value Analysis and Application to Natural Hazards (EVAN). 2017.
[bibtex] [pdf]
Life-long Learning with Applications in Monitoring Biodiversity
Joachim Denzler.
Dagstuhl Reports. 7 (2): pages 120-122. 2017.
[bibtex] [web]
Upscaling diurnal cycles of carbon fluxes
Paul Bodesheim and Martin Jung and Miguel D. Mahecha and Markus Reichstein.
European Geosciences Union General Assembly (EGU): Abstract + Poster Presentation. 2017.
[bibtex] [pdf] [web] [abstract]
Predicting Carbon Dioxide and Energy Fluxes with Empirical Approaches in FLUXNET
Gianluca Tramontana and Martin Jung and Christopher R. Schwalm and Kazuhito Ichii and Gustau Camps-Valls and Botond Raduly and Markus Reichstein and M. Altaf Arain and Alessandro Cescatti and Gerard Kiely and Lutz Merbold and Penelope Serrano-Ortiz and Sven Sickert and Sebastian Wolf and Dario Papale.
European Geosciences Union General Assembly (EGU): Abstract + Poster Presentation. 2017.
[bibtex] [pdf] [web]
Anatomical Landmark Tracking by One-shot Learned Priors for Augmented Active Appearance Models
Oliver Mothes and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 246-254. 2017.
[bibtex] [pdf] [web]
Visual Fish Tracking: Combining a Two-Stage Graph Approach with CNN-Features
Jonas Jäger and Oliver Mothes and Viviane Wolff and Klaus Fricke-Neuderth and Joachim Denzler.
MTS/IEEE OCEANS Conference Aberdeen. Pages 1-6. 2017.
[bibtex] [pdf]
Emergent Techniques and Applications for Big Visual Data
Zhijun Fang and Jenq-Neng Hwang and Xiaoming Huo and Hyo-Jong Lee and Joachim Denzler.
International Journal of Digital Multimedia Broadcasting. 2017: pages 2. 2017. Article ID 6468502
[bibtex] [web]

2016

Fine-tuning Deep Neural Networks in Continuous Learning Scenarios
Christoph Käding and Erik Rodner and Alexander Freytag and Joachim Denzler.
ACCV Workshop on Interpretation and Visualization of Deep Neural Nets (ACCV-WS). 2016.
[bibtex] [pdf] [web] [supplementary] [abstract]
Unsupervised Framework for Interactions Modeling between Multiple Objects
Ali Al-Raziqi and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 509-516. 2016.
[bibtex] [pdf] [abstract]
Large-scale Active Learning with Approximated Expected Model Output Changes
Christoph Käding and Alexander Freytag and Erik Rodner and Andrea Perino and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 179-191. 2016.
[bibtex] [pdf] [web] [code] [supplementary] [abstract]
Lifelong Learning for Visual Recognition Systems
Alexander Freytag. 2016. ISBN 9783843929950
[bibtex] [pdf] [web]
Watch, Ask, Learn, and Improve: A Lifelong Learning Cycle for Visual Recognition
Christoph Käding and Erik Rodner and Alexander Freytag and Joachim Denzler.
European Symposium on Artificial Neural Networks (ESANN). Pages 381-386. 2016.
[bibtex] [pdf] [code] [presentation] [abstract]
Detecting Multivariate Biosphere Extremes
Yanira Guanche Garcia and Erik Rodner and Milan Flach and Sebastian Sippel and Miguel Mahecha and Joachim Denzler.
International Workshop on Climate Informatics (CI). Pages 9-12. 2016.
[bibtex] [web] [abstract]
Maximally Divergent Intervals for Anomaly Detection
Erik Rodner and Björn Barz and Yanira Guanche and Milan Flach and Miguel Mahecha and Paul Bodesheim and Markus Reichstein and Joachim Denzler.
ICML Workshop on Anomaly Detection (ICML-WS). 2016. Best Paper Award
[bibtex] [pdf] [web] [code] [abstract]
A Novel Computerized Cell Count Algorithm for Biofilm Analysis
Mareike Klinger-Strobel and Herbert Süße and Dagmar Fischer and Mathias W. Pletz and Oliwia Makarewicz.
PLoS ONE. 11 (5): 2016.
[bibtex] [web] [abstract]
Potential of new machine learning methods for understanding long-term interannual variability of carbon and energy fluxes and states from site to global scale
Markus Reichstein and Martin Jung and Paul Bodesheim and Miguel D. Mahecha and Fabian Gans and Erik Rodner and Gustau Camps-Valls and Dario Papale and Gianluca Tramontana and Joachim Denzler and Dennis D. Baldocchi.
American Geophysical Union Fall Meeting (AGU): Abstract + Oral Presentation. 2016.
[bibtex] [web] [abstract]
Neither Quick Nor Proper -- Evaluation of QuickProp for Learning Deep Neural Networks
Clemens-Alexander Brust and Sven Sickert and Marcel Simon and Erik Rodner and Joachim Denzler. 2016. Technical Report TR-FSU-INF-CV-2016-01
[bibtex] [pdf] [abstract]
Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of Convolutional Neural Networks Approaches
Erik Rodner and Marcel Simon and Bob Fisher and Joachim Denzler.
British Machine Vision Conference (BMVC). 2016.
[bibtex] [pdf] [supplementary]
Impatient DNNs - Deep Neural Networks with Dynamic Time Budgets
Manuel Amthor and Erik Rodner and Joachim Denzler.
British Machine Vision Conference (BMVC). 2016.
[bibtex] [pdf]
Predicting Carbon Dioxide and Energy Fluxes Across Global FLUXNET Sites with Regression Algorithms
Gianluca Tramontana and Martin Jung and Christopher R. Schwalm and Kazuhito Ichii and Gustau Camps-Valls and Botond Raduly and Markus Reichstein and M. Altaf Arain and Alessandro Cescatti and Gerard Kiely and Lutz Merbold and Penelope Serrano-Ortiz and Sven Sickert and Sebastian Wolf and and Dario Papale.
Biogeosciences. 13 (14): pages 4291-4313. 2016.
[bibtex] [web] [abstract]
SeaCLEF 2016: Object Proposal Classification for Fish Detection in Underwater Videos
Jonas Jäger and Erik Rodner and Joachim Denzler and Viviane Wolff and Klaus Fricke-Neuderth.
Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum. Pages 481-489. 2016.
[bibtex] [pdf]
Semantic Volume Segmentation with Iterative Context Integration for Bio-medical Image Stacks
Sven Sickert and Erik Rodner and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 26 (1): pages 197-204. 2016.
[bibtex] [pdf] [abstract]
Detection of Dog-Robot Interactions in Video Sequences
Ali Al-Raziqi and Mahesh Venkata Krishna and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 26 (1): pages 46-54. 2016.
[bibtex] [pdf] [abstract]
An Automated Whisker Tracking Tool for the Rat Facial Nerve Injury Paradigm
Benjamin Dorschner and Herbert Süße and Wolfgang Ortmann and Andrey Irintchev and Joachim Denzler and Orlando Guntinas-Lichius.
Journal of Neuroscience Methods. 271: pages 143-148. 2016.
[bibtex] [web] [abstract]
Using Statistical Process Control for detecting anomalies in multivariate spatiotemporal Earth Observations
Milan Flach and Miguel Mahecha and Fabian Gans and Erik Rodner and Paul Bodesheim and Yanira Guanche-Garcia and Alexander Brenning and Joachim Denzler and Markus Reichstein.
European Geosciences Union General Assembly (EGU): Abstract + Oral Presentation. 2016.
[bibtex] [pdf] [web] [abstract]
ImageNet pre-trained models with batch normalization
Marcel Simon and Erik Rodner and Joachim Denzler.
CoRR. abs/1612.01452: 2016.
[bibtex] [pdf] [web] [abstract]
Vegetation segmentation in cornfield images using bag of words
Yerania Campos and Erik Rodner and Joachim Denzler and Humberto Sossa and Gonzalo Pajares.
Advanced Concepts for Intelligent Vision Systems (ACIVS). Pages 193-204. 2016.
[bibtex] [pdf] [web] [abstract]
Chimpanzee Faces in the Wild: Log-Euclidean CNNs for Predicting Identities and Attributes of Primates
Alexander Freytag and Erik Rodner and Marcel Simon and Alexander Loos and Hjalmar Kühl and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 51-63. 2016.
[bibtex] [pdf] [web] [supplementary] [abstract]
Convolutional Neural Networks as a Computational Model for the Underlying Processes of Aesthetics Perception
Joachim Denzler and Erik Rodner and Marcel Simon.
ECCV Workshop on Computer Vision for Art Analysis. 2016.
[bibtex] [pdf] [web]
Additional Traffic Sign Detection Using Learned Corner Representations
Thomas Wenzel and Steffen Brueggert and Joachim Denzler.
IEEE Intelligent Vehicles Symposium (IV). Pages 316-321. 2016.
[bibtex] [web] [abstract]
Hot spots of multivariate extreme anomalies in Earth observations
Milan Flach and Sebastian Sippel and Paul Bodesheim and Alexander Brenning and Joachim Denzler and Fabian Gans and Yanira Guanche and Markus Reichstein and Erik Rodner and Miguel D. Mahecha.
American Geophysical Union Fall Meeting (AGU): Abstract + Oral Presentation. 2016.
[bibtex] [web] [abstract]
Fully automated tracking of cardiac structures using radiopaque markers and high-frequency videofluoroscopy in an in vivo ovine model: from three-dimensional marker coordinates to quantitative analyses
Wolfgang Bothe and Harald Schubert and Mahmoud Diab and Gloria Faerber and Christoph Bettag and Xiaoyan Jiang and Martin S. Fischer and Joachim Denzler and Torsten Doenst.
SpringerPlus. 5 (1): 2016.
[bibtex] [pdf] [abstract]
Active and Continuous Exploration with Deep Neural Networks and Expected Model Output Changes
Christoph Käding and Erik Rodner and Alexander Freytag and Joachim Denzler.
NIPS Workshop on Continual Learning and Deep Networks (NIPS-WS). 2016.
[bibtex] [pdf] [web] [abstract]
Diagnosing the Dynamics of Observed and Simulated Ecosystem Gross Primary Productivity with Time Causal Information Theory Quantifiers
Sebastian Sippel and Holger Lange and Miguel D. Mahecha and Michael Hauhs and Paul Bodesheim and Thomas Kaminski and Fabian Gans and Osvaldo A. Rosso.
PLOS ONE. 11 (10): pages 1-29. 2016.
[bibtex] [pdf] [web] [abstract]
Facial Paresis Index Prediction by Exploiting Active Appearance Models for Compact Discriminative Features
Luise Modersohn and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 271-278. 2016.
[bibtex] [pdf] [abstract]

2015

Change Detection in Wetlands using Multi-layer Fusion Markov Random Field
Maha Shadaydeh and Andrea Manno-Kovacs and Tamas Sziranyi.
What can Remote Sensing do for the Conservation of Wetlands? - 1st International Symposium. 2015.
[bibtex]
Fine-grained Recognition Datasets for Biodiversity Analysis
Erik Rodner and Marcel Simon and Gunnar Brehm and Stephanie Pietsch and J. Wolfgang Wägele and Joachim Denzler.
CVPR Workshop on Fine-grained Visual Classification (CVPR-WS). 2015.
[bibtex] [pdf] [web]
Fahrbahnzustandserkennung als grundlegender Baustein für das Umfeldmodell
Bernd Hartmann and Manuel Amthor and Waldemar Jarisa.
VDI-Fachkonferenz - Innovative Bremstechnik. 2015.
[bibtex] [abstract]
Finding Demand for Products in the Social Web
Philipp Berger and Patrick Hennig and Stefan Bunk and Dimitri Korsch and Daniel Kurzynski and Christoph Meinel.
IEEE International Conference on Smart City/SocialCom/SustainCom (SmartCity). Pages 432-439. 2015.
[bibtex]
Road Condition Estimation based on Spatio-Temporal Reflection Models
Manuel Amthor and Bernd Hartmann and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 3-15. 2015.
[bibtex] [pdf] [abstract]
An improved mutual information similarity measure for registration of multi-modal remote sensing images
Maha Shadaydeh and Tamas Sziranyi.
Proc. SPIE Remote Sensing. 9643: pages 9643 - 9643 - 7. 2015.
[bibtex] [web] [abstract]
Neural Activation Constellations: Unsupervised Part Model Discovery with Convolutional Networks
Marcel Simon and Erik Rodner.
International Conference on Computer Vision (ICCV). Pages 1143-1151. 2015.
[bibtex] [pdf] [web] [abstract]
Automated and objective action coding of facial expressions in patients with acute facial palsy
Daniel Haase and Laura Minnigerode and Gerd F. Volk and Joachim Denzler and Orlando Guntinas-Lichius.
European Archives of Oto-Rhino-Laryngology. 272 (5): pages 1259-1267. 2015.
[bibtex] [web] [abstract]
Interactive Image Retrieval for Biodiversity Research
Alexander Freytag and Alena Schadt and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 129-141. 2015.
[bibtex] [pdf] [abstract]
Active Learning and Discovery of Object Categories in the Presence of Unnameable Instances
Christoph Käding and Alexander Freytag and Erik Rodner and Paul Bodesheim and Joachim Denzler.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Pages 4343-4352. 2015.
[bibtex] [pdf] [web] [code] [presentation] [supplementary] [abstract]
Fine-grained Classification of Identity Document Types with Only One Example
Marcel Simon and Erik Rodner and Joachim Denzler.
Machine Vision Applications (MVA). Pages 126 - 129. 2015.
[bibtex] [pdf] [web] [abstract]
Mixed Gaits in Small Avian Terrestrial Locomotion
Emanuel Andrada and Daniel Haase and Yefta Sutedja and John A. Nyakatura and Brandon M. Kilbourne and Joachim Denzler and Martin S. Fischer and Reinhard Blickhan.
Scientific Reports. 5: 2015.
[bibtex] [web] [abstract]
Automated analysis of confocal laser endomicroscopy images to detect head and neck cancer
Andreas Dittberner and Erik Rodner and Wolfgang Ortmann and Joachim Stadler and Carsten Schmidt and Iver Petersen and Andreas Stallmach and Joachim Denzler and Orlando Guntinas-Lichius.
Head \& Neck. 38 (1): 2015.
[bibtex] [web]
Beyond Thinking in Common Categories: Predicting Obstacle Vulnerability using Large Random Codebooks
Johannes Rühle and Erik Rodner and Joachim Denzler.
Machine Vision Applications (MVA). Pages 198-201. 2015.
[bibtex] [pdf] [web] [abstract]
Multilayer Markov Random Field models for change detection in optical remote sensing images
Csaba Benedek and Maha Shadaydeh and Zoltan Kato and Tamas Sziranyi and Josiane Zerubia.
ISPRS Journal of Photogrammetry and Remote Sensing. 107: pages 22-37. 2015.
[bibtex] [pdf] [web] [abstract]
Efficient Convolutional Patch Networks for Scene Understanding
Clemens-Alexander Brust and Sven Sickert and Marcel Simon and Erik Rodner and Joachim Denzler.
2015. Poster presentation and extended abstract
[bibtex] [pdf] [abstract]
Local Novelty Detection in Multi-class Recognition Problems
Paul Bodesheim and Alexander Freytag and Erik Rodner and Joachim Denzler.
IEEE Winter Conference on Applications of Computer Vision (WACV). Pages 813-820. 2015.
[bibtex] [pdf] [web] [supplementary] [abstract]
Novel computer vision algorithm for the reliable analysis of organelle morphology in whole cell 3D images - a pilot study for the quantitative evaluation of mitochondrial fragmentation in amyotrophic lateral sclerosis
Janin Lautenschläger and Christian Lautenschläger and Vedrana Tadic and Herbert Süße and Wolfgang Ortmann and Joachim Denzler and Andreas Stallmach and Otto W. Witte and Julian Grosskreutz.
Mitochondrion. 25 (1): pages 49-59. 2015.
[bibtex] [web]
Additional Traffic Sign Detection: A Comparative Study
Thomas Wenzel and Steffen Brueggert and Joachim Denzler.
IEEE International Conference on Intelligent Transportation Systems (ITSC). Pages 794-799. 2015.
[bibtex] [pdf] [abstract]
Analysis and Classification of Microscopy Images with Cell Border Distance Statistics
Erik Rodner and Wolfgang Ortmann and Andreas Dittberner and Joachim Stadler and Carsten Schmidt and Iver Petersen and Andreas Stallmach and Joachim Denzler and Orlando Guntinas-Lichius.
Jahrestagung der Deutschen Gesellschaft für Medizinische Physik (DGMP). 2015.
[bibtex] [pdf]
Ranking drivers of global carbon and energy fluxes over land
Gustau Camps-Valls and Martin Jung and Kazuhito Ichii and Dario Papale and Gianluca Tramontana and Paul Bodesheim and Christopher Schwalm and Jakob Zscheischler and Miguel D. Mahecha and Markus Reichstein.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Pages 4416-4419. 2015.
[bibtex] [pdf] [web] [abstract]
Convolutional Patch Networks with Spatial Prior for Road Detection and Urban Scene Understanding
Clemens-Alexander Brust and Sven Sickert and Marcel Simon and Erik Rodner and Joachim Denzler.
Computer Vision Theory and Applications (VISAPP). Pages 510-517. 2015.
[bibtex] [pdf] [abstract]
Regularized Geometric Hulls for Bio-medical Image Segmentation
Marco Körner and Mahesh Venkata Krishna and Herbert Süße and Wolfgang Ortmann and Joachim Denzler.
Annals of the BMVA. pages 1-12. 2015.
[bibtex] [pdf] [abstract]
Croatian Fish Dataset: Fine-grained classification of fish species in their natural habitat
Jonas Jäger and Marcel Simon and Joachim Denzler and Viviane Wolff and Klaus Fricke-Neuderth and Claudia Kruschel.
BMVC Workshop on Machine Vision of Animals and their Behaviour (BMVC-WS). 2015.
[bibtex] [pdf] [web]
Understanding Object Descriptions in Robotics by Open-vocabulary Object Retrieval and Detection
Sergio Guadarrama and Erik Rodner and Kate Saenko and Trevor Darrell.
International Journal of Robotics Research (IJRR). 35 (1-3): pages 265-280. 2015.
[bibtex] [pdf] [web]

2014

Seeing through bag-of-visual-word glasses: towards understanding quantization effects in feature extraction methods
Alexander Freytag and Johannes Rühle and Paul Bodesheim and Erik Rodner and Joachim Denzler. 2014. Technical Report TR-FSU-INF-CV-2014-01
[bibtex] [pdf] [code] [abstract]
A methodology for deriving extreme nearshore sea conditions for structural design and flood risk analysis
Ben Gouldby and Fernando J. Mendez and Yanira Guanche and Ana Rueda and Roberto Minguez.
Coastal Engineering. pages 15-26. 2014.
[bibtex] [abstract]
Birds of a Feather Flock Together - Local Learning of Mid-level Representations for Fine-grained Recognition
Alexander Freytag and Erik Rodner and Joachim Denzler.
ECCV Workshop on Parts and Attributes (ECCV-WS). 2014.
[bibtex] [pdf] [web] [code] [presentation]
Bildverarbeitung und Objekterkennung: Computer Vision in Industrie und Medizin
Herbert Süße and Erik Rodner. 2014. Neues umfangreiches Lehrbuch im Bereich Bildverarbeitung und maschinelles Lernen
[bibtex] [web] [abstract]
Closure of discussion: Point-in-time and extreme-value probability simulation technique for engineering design
Roberto Minguez and Yanira Guanche and Fernando J. Mendez.
Structural Safety. pages 5-7. 2014.
[bibtex] [abstract]
Zweistufige Anwendung der Saliency-Methodik zur Stechmückendetektion
Jonas Jäger and Viviane Wolff and Klaus Fricke-Neuderth.
Forum Bildverarbeitung 2014. Pages 203-214. 2014.
[bibtex] [web]
Intrinsic and extrinsic active self-calibration of multi-camera systems
Marcel Brückner and Ferid Bajramovic and Joachim Denzler.
Mach. Vis. Appl.. 25 (2): pages 389-403. 2014.
[bibtex] [web]
Part Localization by Exploiting Deep Convolutional Networks
Marcel Simon and Erik Rodner and Joachim Denzler.
ECCV Workshop on Parts and Attributes (ECCV-WS). 2014.
[bibtex] [pdf] [web]
Exemplar-specific Patch Features for Fine-grained Recognition
Alexander Freytag and Erik Rodner and Trevor Darrell and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 144-156. 2014.
[bibtex] [pdf] [code] [supplementary] [abstract]
Asymmetric and Category Invariant Feature Transformations for Domain Adaptation
Judy Hoffman and Erik Rodner and Jeff Donahue and Brian Kulis and Kate Saenko.
International Journal of Computer Vision (IJCV). 109 (1-2): pages 28-41. 2014.
[bibtex] [pdf] [web] [abstract]
Explorative Analysis of Heterogeneous, Unstructured, and Uncertain Data: A Computer Science Perspective on Biodiversity Research
C. Beckstein and S. Böcker and M. Bogdan and H. Bruelheide, H. M. Bücker and Joachim Denzler and P. Dittrich and I. Grosse and A. Hinneburg and B. König-Ries and F. Löffler and M. Marz and M. Müller-Hannemann and M. Winter and W. Zimmermann.
International Conference on Data Management Technologies and Applications (DATA). Pages 251-257. 2014.
[bibtex] [abstract]
Superpixel-gestützte Klassifikation von Stechmücken mit der Bag-of-Features-Methode
Paul Grigoriev and Jonas Jäger and Viviane Wolff and Klaus Fricke-Neuderth.
Forum Bildverarbeitung 2014. Pages 191-202. 2014.
[bibtex] [web]
An improved local similarity measure estimation for change detection in remote sensing images
Maha Shadaydeh and Tamas Sziranyi.
International Conference on Aerospace Electronics and Remote Sensing Technology. Pages 234-238. 2014.
[bibtex] [web] [abstract]
Interactive Adaptation of Real-Time Object Detectors
Daniel Göhring and Judy Hoffman and Erik Rodner and Kate Saenko and Trevor Darrell.
International Conference on Robotics and Automation (ICRA). Pages 1282-1289. 2014.
[bibtex] [pdf] [web] [abstract]
A Hierarchical Bayesian Approach for Unsupervised Cell Phenotype Clustering
Mahesh Venkata Krishna and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 69-80. 2014.
[bibtex] [pdf] [abstract]
A method for finding the optimal predictor indices for local wave climate conditions
Paula Camus and Fernando J. Mendez and Inigo J. Losada and Melisa Menendez and Antonio Espejo and Jorge Perez and Ana Rueda and Yanira Guanche.
Ocean Dynamics. pages 1025-1038. 2014.
[bibtex] [abstract]
Detection of Object Interactions in Video Sequences
Ali Al-Raziqi and Mahesh Venkata Krishna and Joachim Denzler.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). Pages 156-161. 2014.
[bibtex] [pdf] [web] [abstract]
An Improved Variant of the Conventional Harmony Search Algorithm
Jhonatan Contreras and Ivan Amaya and Rodrigo Correa.
Applied Mathematics and Computation. 227 (1): pages 821-830. 2014.
[bibtex] [web] [abstract]
Robust Pictorial Structures for X-ray Animal Skeleton Tracking
Manuel Amthor and Daniel Haase and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 351-359. 2014.
[bibtex] [pdf] [abstract]
Evaluating the rule of thirds in photographs and paintings
Seyed Ali Amirshahi and Gregor Uwe Hayn-Leichsenring and Joachim Denzler and Christoph Redies.
Art and Perception. 2014.
[bibtex]
Segmentation of Remote Sensing Images Using Similarity-Measure-Based Fusion-MRF Model
Tamas Sziranyi and Maha Shadaydeh.
IEEE Geoscience and Remote Sensing Letters. 11 (9): pages 1544-1548. 2014.
[bibtex] [pdf] [web] [abstract]
ERNA - Embedded, Self-Calibrating Robotic-Arm for Gamificated Learning
Carsten Seeger and Christoph Käding and Christopher Manthey and David Neuhäuser.
Communications, Circuits and Educational Technologies, International Conference on Education and Educational Technologies II (ECS-EET). Pages 19-24. 2014.
[bibtex]
Comparative Large-Scale Evaluation of Human and Active Appearance Model Based Tracking Performance of Anatomical Landmarks in X-ray Locomotion Sequences
Daniel Haase and John A. Nyakatura and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 24 (1): pages 86-92. 2014.
[bibtex] [web] [abstract]
Regularized Geometric Hulls for Robust Cell Nucleus Segmentation from Microscopy Images
Marco Körner and Mahesh Venkata Krishna and Herbert Süße and Wolfgang Ortmann and Joachim Denzler.
Conference in Medical Image Understanding and Analysis (MIUA). Pages 117-122. 2014.
[bibtex] [pdf]
A Combination of Generative and Discriminative Models for Fast Unsupervised Activity Recognition from Traffic Scene Videos
Mahesh Venkata Krishna and Joachim Denzler.
IEEE Winter Conference on Applications of Computer Vision (WACV). Pages 640-645. 2014.
[bibtex] [pdf] [web] [abstract]
Seeing through bag-of-visual-word glasses: towards understanding quantization effects in feature extraction methods
Alexander Freytag and Johannes Rühle and Paul Bodesheim and Erik Rodner and Joachim Denzler.
ICPR Workshop on Features and Structures (FEAST): Extended Abstract + Poster Presentation. 2014. Best Poster Award
[bibtex] [pdf] [code] [presentation]
Nonparametric Part Transfer for Fine-grained Recognition
Christoph Göring and Erik Rodner and Alexander Freytag and Joachim Denzler.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Pages 2489-2496. 2014.
[bibtex] [pdf] [web] [code] [presentation] [abstract]
Semantic Volume Segmentation with Iterative Context Integration
Sven Sickert and Erik Rodner and Joachim Denzler.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). Pages 220-225. 2014.
[bibtex] [pdf] [web] [abstract]
ARTOS -- Adaptive Real-Time Object Detection System
Björn Barz and Erik Rodner and Joachim Denzler.
arXiv preprint arXiv:1407.2721. 2014.
[bibtex] [pdf] [web] [code] [abstract]
Vulnerability Classification of Generic Object Hypotheses using a Visual Words Approach
Johannes Rühle and Maxim Arbitmann and Joachim Denzler.
FISITA World Automotive Congress (FISITA). Pages 1-5. 2014. F2014-AST-045
[bibtex] [abstract]
Open-vocabulary Object Retrieval
Sergio Guadarrama and Erik Rodner and Kate Saenko and Ning Zhang and Ryan Farrell and Jeff Donahue and Trevor Darrell.
Robotics Science and Systems (RSS). Pages 41, ISBN 978-0-9923747-0-9. 2014. Awarded with an AAAI invited talk
[bibtex] [pdf] [web] [abstract]
An ensemble of global high-resolution products of energy fluxes over land
Martin Jung and Kazuhito Ichii and Gustau Camps-Valls and Dario Papale and Gianluca Tramontana and Sven Sickert and Christopher Schwalm and Markus Reichstein.
International Scientific Conference on the Global Water and Energy Cycle (GEWEX). 2014. Poster
[bibtex] [abstract]
Temporal Video Segmentation by Event Detection: A Novelty Detection Approach
Mahesh Venkata Krishna and Paul Bodesheim and Marco Körner and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 24 (2): pages 243-255. 2014.
[bibtex] [pdf] [web] [abstract]
Instance-weighted Transfer Learning of Active Appearance Models
Daniel Haase and Erik Rodner and Joachim Denzler.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Pages 1426-1433. 2014.
[bibtex] [pdf] [abstract]
JenAesthetics Subjective Dataset: Analyzing Paintings by Subjective Scores
Seyed Ali Amirshahi and Gregor Uwe Hayn-Leichsenring and Joachim Denzler and Christoph Redies.
ECCV Workshop on Computer Vision for Art Analysis (ECCV-WS). 2014.
[bibtex]
A Graph-based MAP Solution for Multi-Person Tracking Using Multi-Camera Systems
Xiaoyan Jiang and Marco Körner and Daniel Haase and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 343-350. 2014.
[bibtex] [web]
Selecting Influential Examples: Active Learning with Expected Model Output Changes
Alexander Freytag and Erik Rodner and Joachim Denzler.
European Conference on Computer Vision (ECCV). Pages 562-577. 2014.
[bibtex] [pdf] [presentation] [supplementary] [abstract]
Part Detector Discovery in Deep Convolutional Neural Networks
Marcel Simon and Erik Rodner and Joachim Denzler.
Asian Conference on Computer Vision (ACCV). Pages 162-177. 2014.
[bibtex] [pdf] [code] [abstract]

2013

Automated Classification of Therapeutic Face Exercises using the Kinect.
Cornelia Lanz and Birant Sibel Olgay and Joachim Denzler and Horst-Michael Gross.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 556-565. 2013. Best Paper Award
[bibtex]
From regular text to artistic writing and artworks: Fourier statistics of images with low and high aesthetic appeal
Tamara Melmer and Seyed Ali Amirshahi and Michael Koch and Joachim Denzler and Christoph Redies.
Frontiers in Human Neuroscience. 7 (00106): 2013.
[bibtex] [abstract]
Mo1635 Development of an Innovative Algorithm for an Advanced Analysis of Vascular Structures: a Pilot Study Using Confocal LASER Endomicroscopy in Patients With Acute Portal Vein Thrombosis, Severe Sepsis and Healthy Controls
Carsten Schmidt and Christian Lautenschläger and Herbert Süße and Joachim Denzler and Andreas Stallmach.
Gastrointestinal Endoscopy. 77: pages AB453. 2013.
[bibtex] [web]
Fine-grained Categorization - Short Summary of our Entry for the ImageNet Challenge 2012
Christoph Göring and Alexander Freytag and Erik Rodner and Joachim Denzler.
arXiv preprint arXiv:1310.4759. 2013.
[bibtex] [pdf] [web]
Temporal Self-Similarity for Appearance-Based Action Recognition in Multi-View Setups
Marco Körner and Joachim Denzler.
Computer Analysis of Images and Patterns. Pages 163-171. 2013.
[bibtex] [pdf]
I Want To Know More: Efficient Multi-Class Incremental Learning Using Gaussian Processes
Alexander Lütz and Erik Rodner and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 23 (3): pages 402-407. 2013.
[bibtex] [pdf]
Implementation of a Secure and Reliable Storage Above the Untrusted Clouds
Maxim Schnjakin and Dimitri Korsch and Martin Schoenberg and Christoph Meinel.
International Conference on Computer Science \& Education (ICCSE). Pages 347-353. 2013.
[bibtex]
JenAesthetics-a public dataset of paintings for aesthetic research
Seyed Ali Amirshahi and Joachim Denzler and Christoph Redies. 2013. Technical Report
[bibtex]
Point-in-time and extreme-value probability simulation technique for engineering design
Roberto Minguez and Yanira Guanche and Fernando J. Mendez.
Structural Safety. 41: pages 29-36. 2013.
[bibtex] [abstract]
Segmentation of Microorganism in Complex Environments
Michael Kemmler and Björn Fröhlich and Erik Rodner and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 23 (4): pages 512-517. 2013.
[bibtex] [pdf]
Statistical image properties of print advertisements, visual artworks and images of architecture
Julia Braun and Seyed Ali Amirshahi and Joachim Denzler and Christoph Redies.
Frontiers in Psychology. 4: pages 808. 2013.
[bibtex]
Video Segmentation by Event Detection: A Novel One-class Classification Approach
Mahesh Venkata Krishna and Paul Bodesheim and Joachim Denzler.
4th International Workshop on Image Mining. Theory and Applications (IMTA-4). 2013.
[bibtex] [pdf] [abstract]
Landbedeckungsklassifikation von Satellitenaufnahmen unter Verwendung von Kontextinformation mit minimaler menschlicher Interaktion
Eric Bach and Björn Fröhlich and Irene Walde and Sören Hese and Christiane Schmullius and Joachim Denzler.
Band 22 der Jahrestagung der Deutschen Gesellschaft für Photogrammetrie. 2013.
[bibtex] [pdf]
An Efficient Approximation for Gaussian Process Regression
Paul Bodesheim and Alexander Freytag and Erik Rodner and Joachim Denzler. 2013. Technical Report TR-FSU-INF-CV-2013-01
[bibtex] [pdf]
Lighting estimation in fringe images during motion compensation for 3D measurements
Andreas Breitbarth and Peter Kühmstedt and Gunther Notni and Joachim Denzler.
Videometrics, Range Imaging, and Applications XII; and Automated Visual Inspection. Pages 87910P:1-9. 2013.
[bibtex] [pdf] [web] [abstract]
Scalable Transform-based Domain Adaptation
Erik Rodner and Judy Hoffman and Jeff Donahue and Trevor Darrell and Kate Saenko.
ICCV Workshop on Visual Domain Adaptation (ICCV-WS). 2013.
[bibtex] [pdf]
Beyond the closed-world assumption: The importance of novelty detection and open set recognition
Joachim Denzler and Erik Rodner and Paul Bodesheim and Alexander Freytag.
GCPR/DAGM Workshop on Unsolved Problems in Pattern Recognition and Computer Vision (GCPR-WS): Extended Abstract + Oral Presentation. 2013.
[bibtex] [pdf] [web]
Efficient Learning of Domain-invariant Image Representations
Judy Hoffman and Erik Rodner and Jeff Donahue and Trevor Darrell and Kate Saenko.
International Conference on Learning Representations (ICLR). 2013.
[bibtex] [pdf]
Climate-based Monte Carlo simulation of trivariate sea states
Yanira Guanche and Roberto Minguez and Fernando J. Mendez.
Coastal Engineering. 80: pages 107-121. 2013.
[bibtex] [abstract]
Color: A Crucial Factor for Aesthetic Quality Assessment in a Subjective Database of Paintings
Seyed Ali Amirshahi and Gregor Uwe Hayn-Leichsenring and Joachim Denzler and Christoph Redies.
Congress of the International Colour Association (AIC). 2013.
[bibtex]
2D and 3D Analysis of Animal Locomotion from Biplanar X-ray Videos Using Augmented Active Appearance Models
Daniel Haase and Joachim Denzler.
EURASIP Journal on Image and Video Processing. 45: pages 1-13. 2013.
[bibtex] [pdf]
JAR-Aibo: A Multi-View Dataset for Evaluation of Model-Free Action Recognition Systems
Marco Körner and Joachim Denzler.
New Trends in Image Analysis and Processing ICIAP 2013. Pages 527-535. 2013.
[bibtex] [pdf]
Large-Scale Gaussian Process Multi-Class Classification for Semantic Segmentation and Facade Recognition
Björn Fröhlich and Erik Rodner and Michael Kemmler and Joachim Denzler.
Machine Vision and Applications. 24 (5): pages 1043-1053. 2013.
[bibtex] [pdf]
A simplified method to downscale wave dynamics on vertical breakwaters
Yanira Guanche and Paula Camus and Raul Guanche and Fernando J. Mendez and Raul Medina.
Coastal Engineering. 71: pages 68-77. 2013.
[bibtex] [abstract]
Efficient Measuring of Facial Action Unit Activation Intensities using Active Appearance Models
Daniel Haase and Michael Kemmler and Orlando Guntinas-Lichius and Joachim Denzler.
Machine Vision Applications (MVA). Pages 141-144. 2013.
[bibtex] [pdf]
Towards Adapting ImageNet to Reality: Scalable Domain Adaptation with Implicit Low-rank Transformations
Erik Rodner and Judy Hoffman and Jeff Donahue and Trevor Darrell and Kate Saenko.
arXiv preprint arXiv:1308.4200. 2013.
[bibtex] [pdf]
How self-similar are artworks at different levels of spatial resolution?
Seyed Ali Amirshahi and Christoph Redies and Joachim Denzler.
Computational Aesthetics. 2013.
[bibtex]
Semi-Supervised Domain Adaptation with Instance Constraints
Jeff Donahue and Judy Hoffman and Erik Rodner and Kate Saenko and Trevor Darrell.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Pages 668 - 675. 2013.
[bibtex] [pdf]
Numerical simulation of three-dimensional breaking waves on a gravel slope using a two-phase flow NavierStokes model
Pablo Higuera and Manuel Jesus and Javier L. Lara and Inigo J. Losada and Yanira Guanche and Gabriel Barajas.
Journal of Computational and Applied Mathematics. 246: pages 144-152. 2013.
[bibtex] [abstract]
Oriented Differences of Boxes Operators for Blood Vessel Segmentation and Analysis in Confocal Laser Endomicroscopy Images with minimal User Interaction
Herbert Süße and Wolfgang Ortmann and Christian Lautenschläger and Marco Körner and Carsten Schmidt and Andreas Stallmach and Joachim Denzler.
Annual Conference in Medical Image Understanding and Analysis (MIUA). Pages 155-160. 2013.
[bibtex] [pdf]
Automated Approximation of Center of Mass Position in X-ray Sequences of Animal Locomotion
Daniel Haase and Emanuel Andrada and John A. Nyakatura and Brandon M. Kilbourne and Joachim Denzler.
Journal of Biomechanics. 46 (12): pages 2082-2086. 2013.
[bibtex]
Approximations of Gaussian Process Uncertainties for Visual Recognition Problems
Paul Bodesheim and Alexander Freytag and Erik Rodner and Joachim Denzler.
Scandinavian Conference on Image Analysis (SCIA). Pages 182-194. 2013.
[bibtex] [pdf] [web] [abstract]
Autoregressive logistic regression applied to atmospheric circulation patterns
Yanira Guanche and Roberto Minguez and Fernando J. Mendez.
Climate Dynamics. 42 (1): pages 537-552. 2013.
[bibtex] [abstract]
One-class Classification with Gaussian Processes
Michael Kemmler and Erik Rodner and Esther-Sabrina Wacker and Joachim Denzler.
Pattern Recognition. 46: pages 3507-3518. 2013.
[bibtex] [pdf]
Accurate 3D Multi-Marker Tracking in X-ray Cardiac Sequences Using a Two-Stage Graph Modeling Approach
Xiaoyan Jiang and Daniel Haase and Marco Körner and Wolfgang Bothe and Joachim Denzler.
Computer Analysis of Images and Patterns. Pages 117-125. 2013.
[bibtex] [pdf]
Enhanced Anomaly Detection in Wire Ropes by Combining Structure and Appearance
Esther-Sabrina Wacker and Joachim Denzler.
Pattern Recognition Letters. 34 (8): pages 942-953. 2013.
[bibtex] [pdf]
Component-based Pedestrian Recognition for Advanced Driver Assistance Systems
Martin Rapus. 2013.
[bibtex]
Labeling examples that matter: Relevance-Based Active Learning with Gaussian Processes
Alexander Freytag and Erik Rodner and Paul Bodesheim and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 282-291. 2013.
[bibtex] [pdf] [web] [code] [supplementary] [abstract]
Transform-based Domain Adaptation for Big Data
Erik Rodner and Judy Hoffman and Jeff Donahue and Trevor Darrell and Kate Saenko.
NIPS Workshop on New Directions in Transfer and Multi-Task Learning (NIPS-WS). 2013. abstract version of arXiv:1308.4200
[bibtex] [pdf] [abstract]
Improved segmentation of a series of remote sensing images by using a fusion MRF model
Tamas Sziranyi and Maha Shadaydeh.
International Workshop on Content-Based Multimedia Indexing (CBMI). Pages 137-142. 2013.
[bibtex] [web] [abstract]
Automatic Identification of Novel Bacteria using Raman Spectroscopy and Gaussian Processes
Michael Kemmler and Erik Rodner and Petra Rösch and Jürgen Popp and Joachim Denzler.
Analytica Chimica Acta. 794: pages 29-37. 2013.
[bibtex] [pdf] [web] [supplementary]
Hierarchical Dirichlet Processes for unsupervised online multi-view action perception using Temporal Self-Similarity features
Mahesh Venkata Krishna and Marco Körner and Joachim Denzler.
Seventh International Conference on Distributed Smart Cameras (ICDSC). Pages 1-6. 2013.
[bibtex] [pdf] [web] [abstract]
Kernel Null Space Methods for Novelty Detection
Paul Bodesheim and Alexander Freytag and Erik Rodner and Michael Kemmler and Joachim Denzler.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Pages 3374-3381. 2013.
[bibtex] [pdf] [web] [code] [presentation] [abstract]
Land cover classification of satellite images using contextual information
Björn Fröhlich and Eric Bach and Irene Walde and Sören Hese and Christiane Schmullius and Joachim Denzler.
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Pages 1-6. 2013.
[bibtex] [pdf]

2012

Large-Scale Gaussian Process Classification using Random Decision Forests
Björn Fröhlich and Erik Rodner and Michael Kemmler and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 22 (1): pages 113-120. 2012.
[bibtex] [pdf]
Large-Scale Gaussian Process Classification with Flexible Adaptive Histogram Kernels
Erik Rodner and Alexander Freytag and Paul Bodesheim and Joachim Denzler.
European Conference on Computer Vision (ECCV). Pages 85-98. 2012.
[bibtex] [pdf] [web] [supplementary] [abstract]
As Time Goes By: Anytime Semantic Segmentation with Iterative Context Forests
Björn Fröhlich and Erik Rodner and Joachim Denzler.
Symposium of the German Association for Pattern Recognition (DAGM). Pages 1-10. 2012.
[bibtex] [pdf]
PHOG-Derived Aesthetic Measures Applied to Color Photographs of Artworks, Natural Scenes and Objects
Christoph Redies and Seyed Ali Amirshahi and Michael Koch and Joachim Denzler.
European Conference on Computer Vision (ECCV) VISART workshop. 2012.
[bibtex]
Assessment of the Rule of Thirds in Photographs Taken by Amateurs
Seyed Ali Amirshahi and Christoph Redies and Joachim Denzler.
Visual Science of Art Conference (VSAC). 2012.
[bibtex]
Tracking and Reconstruction in a Combined Optimization Approach
Olaf Kähler and Joachim Denzler.
IEEE Transactions on Pattern Analysis and Machine Intelligence. 34: pages 387-401. 2012.
[bibtex]
Multi-Person Tracking-by-Detection based on Calibrated Multi-Camera Systems
Xiaoyan Jiang and Erik Rodner and Joachim Denzler.
International Conference on Computer Vision and Graphics. Pages 743-751. 2012.
[bibtex] [pdf]
Semantic Segmentation with Millions of Features: Integrating Multiple Cues in a Combined Random Forest Approach
Björn Fröhlich and Erik Rodner and Joachim Denzler.
Asian Conference on Computer Vision (ACCV). Pages 218-231. 2012.
[bibtex] [pdf]
Analyzing the Subspaces Obtained by Dimensionality Reduction for Human Action Recognition from 3d Data
Marco Körner and Joachim Denzler.
IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS). Pages 130-135. 2012.
[bibtex] [pdf]
Efficient Semantic Segmentation with Gaussian Processes and Histogram Intersection Kernels
Alexander Freytag and Björn Fröhlich and Erik Rodner and Joachim Denzler.
International Conference on Pattern Recognition (ICPR). Pages 3313-3316. 2012.
[bibtex] [pdf]
Semantic Segmentation using GrabCut
Christoph Göring and Björn Fröhlich and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 597-602. 2012.
[bibtex] [pdf]
Universal Eye-tracking Based Text Cursor Warping
Ralf Biedert and Andreas Dengel and Christoph Käding.
Symposium on Eye Tracking Research and Applications (ETRA). Pages 361-364. 2012.
[bibtex]
Entwicklung eines neuen Gefäßdetektionsalgorithmus unter Verwendung der konfokale Laserendoskopie zur Erfassung der mukosalen Mikrozirkulation: Eine Pilotstudie an Patienten mit akuter Pfortaderthrombose, schwerer Sepsis und gesunden Kontrollen
Carsten Schmidt and Christian Lautenschläger and Herbert Süsse and Joachim Denzler and Andreas Stallmach.
Zeitschrift für Gastroenterologie. 50 (8): pages 277. 2012.
[bibtex] [web]
A multivariate approach to estimate design loads for offshore wind turbines
Yanira Guanche and Raul Guanche and Paula Camus and Fernando J. Mendez and Raul Medina.
Wind Energy. 16 (7): pages 1091-1106. 2012.
[bibtex] [abstract]
Beyond Classification - Large-scale Gaussian Process Inference and Uncertainty Prediction
Alexander Freytag and Erik Rodner and Paul Bodesheim and Joachim Denzler.
Big Data Meets Computer Vision: First International Workshop on Large Scale Visual Recognition and Retrieval (NIPS-WS). 2012. This workshop article is a short version of our ACCV 2012 paper.
[bibtex] [pdf] [abstract]
Rapid Uncertainty Computation with Gaussian Processes and Histogram Intersection Kernels
Alexander Freytag and Erik Rodner and Paul Bodesheim and Joachim Denzler.
Asian Conference on Computer Vision (ACCV). Pages 511-524. 2012. Best Paper Honorable Mention Award
[bibtex] [pdf] [web] [presentation] [abstract]
Visualization of Barium Titanate Phase Transition using Quantization of Dipole Moment Vectors
Henry Lehmann and Patrick Heyne and Oliver Mothes and Heiko Müller and Tim Smyth and Erik Berger and Katja Fiedler and David Vogt and Bernhard Jung.
Electronic Proceedings IEEE VisWeek. 2012. Third Place Award IEEE SciVis Contest 2012
[bibtex] [pdf] [abstract]
Human Optic Sensitivity Computation Based on Singular Value Decomposition
Seyed Ali Amirshahi and Farah Torkamani-Azar.
Optica Applicata. 42 (1): 2012.
[bibtex]
Selection of Relevant Features for Raman Spectroscopy
Michael Kemmler and Joachim Denzler. 2012. Technical Report
[bibtex] [pdf]
Divergence-Based One-Class Classification Using Gaussian Processes
Paul Bodesheim and Erik Rodner and Alexander Freytag and Joachim Denzler.
British Machine Vision Conference (BMVC). Pages 50.1-50.11. 2012.
[bibtex] [pdf] [web] [presentation] [abstract]
Lernen mit wenigen Beispielen für die visuelle Objekterkennung
Erik Rodner.
Ausgezeichnete Informatikdissertationen 2011. 2012. in german
[bibtex] [pdf] [web]
Fast and Robust Landmark Tracking in X-ray Locomotion Sequences Containing Severe Occlusions
Manuel Amthor and Daniel Haase and Joachim Denzler.
International Workshop on Vision, Modelling, and Visualization (VMV). Pages 15-22. 2012.
[bibtex] [abstract]
Data Association for Multi-Object Tracking-by-Detection in Multi-Camera Networks
Michael Bredereck and Xiaoyan Jiang and Marco Körner and Joachim Denzler.
ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC). 2012.
[bibtex] [pdf]
PHOG Analysis of Self-Similarity in Aesthetic Images
Seyed Ali Amirshahi and Michael Koch and Joachim Denzler and Christoph Redies.
Human Vision and Electronic Imaging XVII. 2012.
[bibtex]
Motion compensation for three-dimensional measurements of macroscopic objects using fringe projection
Andreas Breitbarth and Peter Kühmstedt and Gunther Notni and Joachim Denzler.
Videometrics, Range Imaging, and Applications XII; and Automated Visual Inspection. 2012.
[bibtex] [pdf]
Finding Discriminative Features for Raman Spectroscopy
Michael Kemmler and Joachim Denzler.
International Conference on Pattern Recognition. Pages 1823-1826. 2012.
[bibtex] [pdf]
Scale-Independent Spatio-Temporal Statistical Shape Representations for 3d Human Action Recognition
Marco Körner and Daniel Haase and Joachim Denzler.
International Conference on Pattern Recognition and Methods (ICPRAM). Pages 288-294. 2012.
[bibtex] [pdf]

2011

Learning from Few Examples for Visual Recognition Problems
Erik Rodner. 2011.
[bibtex] [pdf] [web]
Exploiting the Manhattan-world Assumption for Extrinsic Self-calibration of Multi-modal Sensor Networks
Marcel Brückner and Joachim Denzler.
International Conference on Computer Vision (ICCV). Pages 945-950. 2011.
[bibtex] [pdf]
Anatomical Landmark Tracking for the Analysis of Animal Locomotion in X-ray Videos Using Active Appearance Models
Daniel Haase and Joachim Denzler.
Scandinavian Conference on Image Analysis (SCIA). Pages 604-615. 2011.
[bibtex] [pdf] [abstract]
Spectral Clustering of ROIs for Object Discovery
Paul Bodesheim.
Annual Symposium of the German Association for Pattern Recognition (DAGM). Pages 450-455. 2011.
[bibtex] [pdf] [web] [abstract]
Spatial-Temporal Video Quality Metric Based on an Estimation of QOE
Seyed Ali Amirshahi and Mohamed-Chaker Larabi.
International Workshop on Quality of Multimedia Experience (QoMEX). Pages 84-89. 2011.
[bibtex]
Efficient Multi-Class Incremental Learning Using Gaussian Processes
Alexander Lütz and Erik Rodner and Joachim Denzler.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). Pages 182-185. 2011.
[bibtex] [pdf] [abstract]
An Efficient Shortest Triangle Paths Algorithm Applied to Multi-Camera Self-Calibration
Ferid Bajramovic and Marcel Brückner and Joachim Denzler.
Journal of Mathematical Imaging and Vision (JMIV). pages 1-14. 2011.
[bibtex]
Self-Calibration of Camera Networks: Active and Passive Methods
Marcel Brückner and Ferid Bajramovic and Joachim Denzler. 2011.
[bibtex]
Efficient Gaussian process classification using random decision forests
Björn Fröhlich and Erik Rodner and Michael Kemmler and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 21: pages 184-187. 2011. 10.1134/S1054661811020337
[bibtex] [pdf]
Learning with Few Examples for Binary and Multiclass Classification Using Regularization of Randomized Trees
Erik Rodner and Joachim Denzler.
Pattern Recognition Letters. 32 (2): pages 244-251. 2011.
[bibtex] [pdf]
Multi-view Active Appearance Models for the X-ray Based Analysis of Avian Bipedal Locomotion
Daniel Haase and John A. Nyakatura and Joachim Denzler.
Annual Symposium of the German Association for Pattern Recognition (DAGM). Pages 11-20. 2011.
[bibtex] [pdf] [abstract]
A Method for Fast Composing of Images Captured from Deformed Documents by a Quadocular Scanner Setup
Marco Körner and Herbert Süße and Wolfgang Ortmann and Joachim Denzler.
Machine Vision Applications (MVA). Pages 291-294. 2011.
[bibtex] [pdf]
Extrinsic Self-Calibration of Time-of-Flight Cameras using a Combination of 3D and Intensity Descriptors
Jörn Schmidt and Marcel Brückner and Joachim Denzler.
International Workshop on Vision, Modelling, and Visualization (VMV). Pages 269-276. 2011.
[bibtex]
Comparative Evaluation of Human and Active Appearance Model Based Tracking Performance of Anatomical Landmarks in Locomotion Analysis
Daniel Haase and Joachim Denzler.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). Pages 96-99. 2011.
[bibtex] [pdf]
Robust Classification and Semi-Supervised Object Localization with Gaussian Processes
Alexander Lütz.
Annual Symposium of the German Association for Pattern Recognition (DAGM). Pages 456-461. 2011.
[bibtex] [pdf] [abstract]
Combining structure and appearance for anomaly detection in wire ropes
Esther-Sabrina Wacker and Joachim Denzler.
International Conference on Computer Analysis of Images and Patterns (CAIP). Pages 163-170. 2011.
[bibtex] [pdf] [abstract]
One-Class Classification for Anomaly Detection in Wire Ropes with Gaussian Processes in a Few Lines of Code
Erik Rodner and Esther-Sabrina Wacker and Michael Kemmler and Joachim Denzler.
Machine Vision Applications (MVA). Pages 219-222. 2011.
[bibtex] [pdf]
Detection of Microorganisms in Complex Microscopy Images
Michael Kemmler and Björn Fröhlich and Erik Rodner and Joachim Denzler.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). Pages 115-118. 2011.
[bibtex] [pdf]
1/fp Characteristics of the Fourier power spectrum affects ERP correlates of face learning and recognition
M. Blickhan and J.M. Kaufmann and Joachim Denzler and S.R. Schweinberger and Christoph Redies.
Biological Psychology. 88 (2-3): pages 204-214. 2011.
[bibtex]

2010

A Fast Approach for Pixelwise Labeling of Facade Images
Björn Fröhlich and Erik Rodner and Joachim Denzler.
International Conference on Pattern Recognition (ICPR). Pages 3029-3032. 2010.
[bibtex] [pdf]
Multi-View Planning for Simultaneous Coverage and Accuracy Optimisation
Christoph Munkelt and Andreas Breitbarth and Gunther Notni and Joachim Denzler.
British Machine Vision Conference (BMVC). Pages 118.1-118.11. 2010. doi:10.5244/C.24.118
[bibtex] [pdf]
Active Self-calibration of Multi-camera Systems
Marcel Brückner and Joachim Denzler.
DAGM Symposium on Pattern Recognition (DAGM). Pages 31-40. 2010.
[bibtex] [pdf]
Selection of Relevant Features for Raman Spectroscopy Using Supervised Classification Techniques
Michael Kemmler and Joachim Denzler.
Chemometrics in Analytical Chemistry (CAC). 2010.
[bibtex] [pdf]
Adaptice Non-Negative Bases for Reconstruction of Spectral Data from Colorimetic Information
Seyed Hossein Amirshahi and Seyed Ali Amirshahi.
Optical Review. 17 (6): pages 562-569. 2010.
[bibtex]
Semantic Segmentation Algorithms for Aerial Image Analysis and Classification
Björn Fröhlich and Joachim Denzler.
One Day BMVA Symposium at the British Computer Society on Aerial Image Analysis and Classification. 2010.
[bibtex] [pdf]
A Framework for Applying Image Quality Metrics on Printed Images
Seyed Ali Amirshahi.
Colour Research for European Advanced Technology Employment (CREATE). 2010.
[bibtex]
Multiple Kernel Gaussian Process Classification for Generic 3D Object Recognition From Time-of-Flight Images
Erik Rodner and Doaa Hegazy and Joachim Denzler.
International Conference on Image and Vision Computing. Pages 1-8. 2010.
[bibtex] [pdf] [web]
Semantische {S}egmentierung
Björn Fröhlich.
Informatiktage 2010: Fachwissenschaftlicher Informatik-Kongress. Pages 231-234. 2010.
[bibtex] [pdf] [abstract]
Framework for Evaluation of Color Prints Using Image Quality Metrics
Marius Pedersen and Seyed Ali Amirshahi.
5th European Conference on Color in Graphics, Imaging and Vision, CGIV. 2010.
[bibtex]
$1/f^2$ Characteristics and Isotropy in the Fourier Power Spectra of Visual Art, Cartoons, Comics, Mangas, and Different Categories of Photographs
Michael Koch and Joachim Denzler and Christoph Redies.
PLoS ONE. 5 (8): pages e12268. 2010.
[bibtex] [abstract]
Analysis of Structural Dependencies for the Automatic Visual Inspection of Wire Ropes
Daniel Haase and Esther-Sabrina Wacker and Ernst Günter Schukat-Talamazzini and Joachim Denzler.
International Workshop on Vision, Modelling, and Visualization (VMV). Pages 49-56. 2010.
[bibtex] [pdf] [abstract]
On the Suitability of Different Features for Anomaly Detection in Wire Ropes
Esther-Sabrina Platzer and Herbert Süße and Josef Nägele and Karl-Heinz Wehking and Joachim Denzler.
Computer Vision, Imaging and Computer Graphics: Theory and Applications. Pages 296-308. 2010.
[bibtex] [pdf] [abstract]
An Analysis-by-Synthesis Approach to Rope Condition Monitoring
Esther-Sabrina Wacker and Joachim Denzler.
International Symposium on Visual Computing (ISVC). Pages 459-468. 2010.
[bibtex] [pdf] [abstract]
Efficient Gaussian Process Classification using Random Decision Forests
Björn Fröhlich and Erik Rodner and Michael Kemmler and Joachim Denzler.
International Conference on Pattern Recognition and Image Analysis (PRIA), St. Petersburg, Russia. Pages 93-96. 2010.
[bibtex] [pdf]
Self-Calibration of Multi-Camera Systems
Ferid Bajramovic. 2010.
[bibtex] [abstract]
Online Next-Best-View Planning for Accuracy Optimization Using an Extended E-Criterion
Michael Trummer and Christoph Munkelt and Joachim Denzler.
IAPR International Conference on Pattern Recognition (ICPR). 2010.
[bibtex] [pdf]
One-Class Classification with Gaussian Processes
Michael Kemmler and Erik Rodner and Joachim Denzler.
Asian Conference on Computer Vision (ACCV). Pages 489-500. 2010.
[bibtex] [pdf] [presentation]
Classification of Microorganisms via Raman Spectroscopy Using Gaussian Processes
Michael Kemmler and Joachim Denzler and Petra Rösch and Jürgen Popp.
Annual Symposium of the German Association for Pattern Recognition (DAGM). Pages 81-90. 2010.
[bibtex] [pdf]
Comparison of Various Video Quality Metrics on Different Types of Video Artifacts
Seyed Ali Amirshahi and Mohamed-Chaker Larabi.
European Workshop on Visual Information Processing, EUVIP. 2010.
[bibtex]
One-Shot Learning of Object Categories using Dependent Gaussian Processes
Erik Rodner and Joachim Denzler.
Annual Symposium of the German Association for Pattern Recognition (DAGM). Pages 232-241. 2010.
[bibtex] [pdf]

2009

Pedestrian Detection by Probabilistic Component Assembly
Martin Rapus and Stefan Munder and Gregory Baratoff and Joachim Denzler.
Annual Symposium of the German Association for Pattern Recognition (DAGM). Pages 91-100. 2009.
[bibtex] [pdf]
Learning with Few Examples by Transferring Feature Relevance
Erik Rodner and Joachim Denzler.
Annual Symposium of the German Association for Pattern Recognition (DAGM). Pages 252-261. 2009.
[bibtex] [pdf]
Generic 3D Object Recognition From Time-of-Flight Images Using Boosted Combined Shape Features
Doaa Hegazy and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). 2009.
[bibtex] [pdf]
Guided KLT Tracking Using Camera Parameters in Consideration of Uncertainty
Michael Trummer and Joachim Denzler and Christoph Munkelt.
VISIGRAPP 2008. Pages 252-261. 2009.
[bibtex]
Principal component analysis of fourier transforms discriminates visual art from other image categories
Michael Koch and Joachim Denzler and Christoph Redies.
ECVP Abstract Supplement. Pages 49. 2009.
[bibtex] [abstract]
Experimental Comparison of Wide Baseline Correspondence Algorithms for Multi Camera Calibration
Ferid Bajramovic and Michael Koch and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 458-463. 2009.
[bibtex] [pdf]
Combining Appearance and Range Based Information For Multi-Class Generic Object Recognition
Doaa Hegazy and Joachim Denzler.
Iberoamerican Congress on Pattern Recognition (CIARP). 2009.
[bibtex]
Combined GKLT Feature Tracking and Reconstruction for Next Best View Planning
Michael Trummer and Christoph Munkelt and Joachim Denzler.
DAGM 2009. Pages 161-170. 2009.
[bibtex] [pdf]
A Framework for Actively Selecting Viewpoints in Object Recognition
Frank Deinzer and Christian Derichs and Joachim Denzler and Heinrich Niemann.
International Journal of Pattern Recognition and Artificial Intelligence. 23 (4): pages 765-799. 2009. World Scientific Publishing
[bibtex] [pdf]
HMM-based Defect Localization in Wire Ropes - A new Approach to Unusual Subsequence Recognition
Esther-Sabrina Platzer and Josef Nägele and Karl-Heinz Wehking and Joachim Denzler.
Annual Symposium of the German Association for Pattern Recognition (DAGM). Pages 442-451. 2009.
[bibtex] [pdf] [abstract]
Temporal Estimation of the 3d Guide-Wire Position using 2d X-ray Images
Marcel Brückner and Frank Deinzer and Joachim Denzler.
Medical Image Computing and Computer-Assisted Intervention (MICCAI). Pages 386-393. 2009.
[bibtex] [pdf]
Experimentelle Auswertung von Unsicherheitsmaßen auf relativen Posen für die Multikamerakalibrierung
Ferid Bajramovic and Joachim Denzler.
Publikationen der Deutschen Gesellschaft für Photogrammetrie und Fernerkundung (DGPF), 29. Tagung, Jena 2009. Pages 119-126. 2009.
[bibtex] [pdf]
Coarse Registration of 3D Surface Triangulations Based on Moment Invariants with Applications to Object Alignment and Identification
Michael Trummer and Herbert Süße and Joachim Denzler.
IEEE International Conference on Computer Vision (ICCV). pages 1273-1279. 2009.
[bibtex] [pdf]
View Planning for 3D Reconstruction Using Time-of-Flight Camera Data
Christoph Munkelt and Michael Trummer and Peter Kuehmstedt and Gunther Notni and Joachim Denzler.
DAGM 2009. 2009.
[bibtex]
Robustness of Different Features for One-class Classification and Anomaly Detection in Wire Ropes
Esther-Sabrina Platzer and Joachim Denzler and Herbert Süße and Josef Nägele and Karl-Heinz Wehking.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 171-178. 2009.
[bibtex] [pdf]
Geometric and Probabilistic Image Dissimilarity Measures for Common Field of View Detection
Marcel Brückner and Ferid Bajramovic and Joachim Denzler.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Pages 2052-2057. 2009.
[bibtex] [pdf]
Extending GKLT Tracking: Feature Tracking for Controlled Environments with Integrated Uncertainty Estimation
Michael Trummer and Christoph Munkelt and Joachim Denzler.
IAPR Scandinavian Conference on Image Analysis (SCIA). Pages 460-469. 2009.
[bibtex] [pdf]
Global Context Extraction for Object Recognition Using a Combination of Range and Visual Features
Michael Kemmler and Erik Rodner and Joachim Denzler.
Dynamic 3D Imaging Workshop. Pages 96-109. 2009.
[bibtex] [pdf]
Randomized Probabilistic Latent Semantic Analysis for Scene Recognition
Erik Rodner and Joachim Denzler.
Iberoamerican Congress on Pattern Recognition (CIARP). Pages 945-953. 2009.
[bibtex] [pdf]
Using Common Field of View Detection for Multi Camera Calibration
Ferid Bajramovic and Marcel Brückner and Joachim Denzler.
International Workshop on Vision, Modelling, and Visualization (VMV). Pages 113-120. 2009.
[bibtex] [pdf]
Model-based Online 3D Reconstruction from Image Sequences
Olaf Kähler. 2009. ISBN: 978-3-941274-25-9
[bibtex]

2008

Efficient Adaptive Combination of Histograms for Real-Time Tracking
Ferid Bajramovic and Benjamin Deutsch and Christoph Gräßl and Joachim Denzler.
EURASIP Journal on Image and Video Processing, special issue Video Tracking in Complex Scenes for Surveillance Applications. 2008: pages 1-11. 2008.
[bibtex] [pdf]
3D Blood Flow Reconstruction from 2D Angiograms
Esther-Sabrina Platzer and Frank Deinzer and Dietrich Paulus and Joachim Denzler.
Bildverarbeitung für die Medizin 2008 - Algorithmen, Systeme, Anwendungen. Pages 288-292. 2008.
[bibtex] [pdf] [abstract]
Difference of Boxes Filters Revisited: Shadow Suppression and Efficient Character Segmentation
Erik Rodner and Herbert Süße and Wolfgang Ortmann and Joachim Denzler.
IAPR Workshop on Document Analysis Systems. Pages 263-269. 2008.
[bibtex] [pdf] [presentation] [abstract]
Performance Comparison and Evaluation of AdaBoost and SoftBoost Algorithms on Generic Object Recognition
Doaa Hegazy and Joachim Denzler.
International Conference on Machine Learning and Pattern Recognition (MLPR). Pages 70-74. 2008.
[bibtex] [pdf]
Generic Object Recognition using Boosted Combined Features
Doaa Hegazy and Joachim Denzler.
Robot Vision. 4931: pages 355-366. 2008.
[bibtex]
Extraction of fetal ECG using adaptive Volterra filters
Maha Shadaydeh and Yegui Xiao and Rabab K. Ward.
European Signal Processing Conference. Pages 1-5. 2008.
[bibtex] [pdf] [web] [abstract]
IfN-Farsi: A Database of Farsi Handwritten Words
Saeed Mozaffari and Volker Märgner and Haikal El Abed and Karim Faez and Seyed Ali Amirshahi.
International Conference on Frontiers in Handwriting Recognition(ICFHR). 2008.
[bibtex]
Reconstruction of Reflectance Spectra Using Weighted Principle Component Analysis
Farnaz Agahian and Seyed Ali Amirshahi and Seyed Hossein Amirshahi.
Color Research and Application. 33 (5): pages 360-371. 2008.
[bibtex]
An Efficient Shortest Triangle Paths Algorithm for Uncertainty-based Multi Camera Calibration
Ferid Bajramovic and Joachim Denzler.
Workshop on Omnidirectional Vision (OMNIVIS). 2008.
[bibtex]
On Fusion of Range and Intensity Information Using Graph-Cut for Planar Patch Segmentation
Olaf Kähler and Erik Rodner and Joachim Denzler.
International Journal of Intelligent Systems Technologies and Applications. 5 (3/4): pages 365-373. 2008.
[bibtex] [pdf] [abstract]
Boosting Colored Local Features For Generic Object Recognition
Doaa Hegazy and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 18 (2): pages 323-327. 2008.
[bibtex]
Challenging Anomaly Detection in Wire Ropes Using Linear Prediction Combined with One-class Classification
Esther-Sabrina Platzer and Joachim Denzler and Herbert Süße and Josef Nägele and Karl-Heinz Wehking.
International Fall Workshop on Vision, Modelling, and Visualization (VMV). Pages 343-352. 2008.
[bibtex] [pdf] [abstract]
Experimental Evaluation of Relative Pose Estimation Algorithms
Marcel Brückner and Ferid Bajramovic and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 431-438. 2008.
[bibtex] [pdf]
Robust Real-Time SFM in a Combined Formulation of Tracking and Reconstruction
Olaf Kähler and Joachim Denzler.
International Fall Workshop Vision, Modelling, and Visualization (VMV). Pages 283-292. 2008.
[bibtex] [abstract]
Learning with Few Examples using a Constrained Gaussian Prior on Randomized Trees
Erik Rodner and Joachim Denzler.
Vision, Modelling, and Visualization Workshop (VMV). Pages 159-168. 2008.
[bibtex] [pdf]
Implicit Feedback between Reconstruction and Tracking in a Combined Optimization Approach
Olaf Kähler and Joachim Denzler.
Proceedings 30th Annual Symposium of the German Association for Pattern Recognition (DAGM2008). Pages 274-283. 2008.
[bibtex] [abstract]
Global Uncertainty-based Selection of Relative Poses for Multi Camera Calibration
Ferid Bajramovic and Joachim Denzler.
British Machine Vision Conference (BMVC). Pages 745-754. 2008.
[bibtex] [pdf]
New narrowband active noise control systems with significantly less computational requirements
Yegui Xiao and Maha Shadaydeh and Rabab K. Ward.
IEEE International Symposium on Circuits and Systems. Pages 41-44. 2008.
[bibtex] [web] [abstract]
KLT Tracking Using Intrinsic and Extrinsic Camera Parameters in Consideration of Uncertainty
Michael Trummer and Joachim Denzler and Christoph Munkelt.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 346-351. 2008.
[bibtex] [pdf]
Pedestrian Recognition Using Combined Low-Resolution Depth and Intensity Images
Martin Rapus and Stefan Munder and Gregory Baratoff and Joachim Denzler.
IEEE Intelligent Vehicles Symposium. Pages 632-636. 2008.
[bibtex] [pdf] [abstract]

2007

Boosting Colored Local Features For Generic Object Recognition
Doaa Hegazy and Joachim Denzler.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). 2007. Extended abstract
[bibtex] [pdf]
On Fusion of Range and Intensity Information Using Graph-Cut for Planar Patch Segmentation
Olaf Kähler and Erik Rodner and Joachim Denzler.
Proceedings Dynamic 3D Imaging Workshop. Pages 113-121. 2007. also appeared in International Journal of Intelligent Systems Technologies and Applications, Vol. 5, No. 3/4, pp.365-373
[bibtex] [abstract]
Fractal-like image statistics in visual art: similarity to natural scenes
Christoph Redies and Jens Hasenstein and Joachim Denzler.
Spatial Vision. 21 (1-2): pages 97 - 117. 2007.
[bibtex] [pdf] [web]
Benchmarking 3D Reconstructions from Next Best View Planning
Christoph Munkelt and Michael Trummer and Stefan Wenhardt and Joachim Denzler.
Machine Vision Applications (MVA). Pages 552-555. 2007.
[bibtex] [pdf]
Rigid Motion Constraints for Tracking Planar Objects
Olaf Kähler and Joachim Denzler.
Proceedings 29th Annual Symposium of the German Association for Pattern Recognition (DAGM2007). Pages 102-111. 2007.
[bibtex] [abstract]
A New Approach for Image Quality Assessment Using SVD
Farah Torkamani-Azar and Seyed Ali Amirshahi.
9th International Symposium on Signal Processing and its Applications, ISSPA. 2007.
[bibtex]
Detecting Coplanar Feature Points in Handheld Image Sequences
Olaf Kähler and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 447-452. 2007.
[bibtex] [pdf] [abstract]
Self-calibration with Partially Known Rotations
Ferid Bajramovic and Joachim Denzler.
DAGM Symposium on Pattern Recognition. Pages 1-10. 2007.
[bibtex] [pdf] [abstract]
Artists portray human faces with the Fourier statistics of complex natural scenes
Christoph Redies and Jan Hänisch and Marko Blickhan and Joachim Denzler.
Network: Computation in Neural Systems. 18 (3): pages 235-248. 2007.
[bibtex] [pdf] [web] [abstract]
Reading out 2D Barcode PDF417
Michael Trummer and Joachim Denzler.
Progress in Pattern Recognition, Springer, London. pages 179-185. 2007.
[bibtex] [pdf]

2006

A Comparison of Nearest Neighbor Search Algorithms for Generic Object Recognition
Bajramovic, F. and Frank Mattern and Nicholas Butko and Joachim Denzler.
Advanced Concepts for Intelligent Vision Systems. Pages 1186-1197. 2006.
[bibtex] [pdf] [abstract]
An Information Theoretic Approach for Next Best View Planning in 3-D Reconstruction
Stefan Wenhardt and Benjamin Deutsch and Joachim Hornegger and Heinrich Niemann and Joachim Denzler.
International Conference on Pattern Recognition (ICPR). Pages 103-106. 2006.
[bibtex] [pdf] [abstract]
A Novel Approach to Affine Point Pattern Matching
Herbert Süße and Wolfgang Ortmann and Klaus Voss.
. Pages 434-444. 2006.
[bibtex] [pdf]
Detection of Planar Patches in Handheld Image Sequences
Olaf Kähler and Joachim Denzler.
Proceedings Photogrammetric Computer Vision 2006. Pages 37-42. 2006.
[bibtex] [pdf] [abstract]
Precise 3D Measurement with Standard Means and Minimal User Interaction -- Extended Single-view Reconstruction
Michael Trummer and Joachim Denzler and Herbert Süße.
International Conference on the Application of Computer Science and Mathematics in Architecture and Civil Engineering. 2006.
[bibtex] [pdf]

2005

Self-Organizing, Adaptive Data Fusion for 3d Object Tracking
Olaf Kähler and Joachim Denzler.
ARCS 2005 - Organic and Pervasive Computing, Workshops Proceedings. Pages 109-116. 2005.
[bibtex] [pdf]
Robust Determination of Rotation-Angles for Closed Regions Using Moments
Herbert Süße and Frank Ditrich.
. Pages 337-340. 2005.
[bibtex] [pdf]
Metrische 3-D-Vermessung einer Straßenszene mit Spezialwissen unter minimaler Interaktion -- Erweiterte monokulare Rekonstruktion
Michael Trummer and Herbert Süße and Joachim Denzler and F. Ditrich.
Publikationen der Deutschen Geselllschaft für Photogrammetrie, Fernerkundung und Geoinformation e.V.. 14: pages 39-46. 2005.
[bibtex] [pdf]
Adaptive Performance-Based Classifier Combination for Generic Object Recognition
Frank Mattern and Torsten Rohlfing and Joachim Denzler.
Vision, Modeling, and Visualization. Pages 139-146. 2005.
[bibtex] [pdf]
A Comparative Evaluation of Template and Histogram Based 2D Tracking Algorithms
Benjamin Deutsch and Christoph Gräßl and Ferid Bajramovic and Joachim Denzler.
DAGM Symposium on Pattern Recognition. Pages 269-276. 2005.
[bibtex] [pdf] [abstract]
Efficient Combination of Histograms for Real-Time Tracking Using Mean-Shift and Trust-Region Optimization
Ferid Bajramovic and Christoph Gräßl and Joachim Denzler.
DAGM Symposium on Pattern Recognition. Pages 254-261. 2005.
[bibtex] [pdf] [abstract]

2004

Hierarchical Sensor Data Fusion by Probabilistic Cue Integration for Robust 3--D Object Tracking
Olaf Kähler and Joachim Denzler and Jochen Triesch.
IEEE Southwest Symposium on Image Analysis and Interpretation. Pages 216-220. 2004.
[bibtex] [pdf]
Progressive Attenuation Fields: Fast 2D-3D Image Registration Without Precomputation
Torsten Rohlfing and Daniel B. Russakoff and Joachim Denzler and Calvin R. Maurer.
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI). Pages 631-638. 2004.
[bibtex] [web] [abstract]
Improving Statistical Object Recognition Approaches by a Parameterization of Normal Distributions
Christoph Gräßl and Frank Deinzer and Frank Mattern and Heinrich Niemann.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 14 (2): pages 222-230. 2004.
[bibtex] [pdf]
Radon, Hough, Acumulacion y el metodo SDR
Klaus Voss and Herbert Süße and Wolfgang Ortmann. 2004.
[bibtex]
Image-Based Modeling and its Application in Image Processing
Heinrich Niemann and Joachim Denzler and Benno Heigl and Florian Vogt and Christoph H. Schick and Sophie M. Krüger and Werner Hohenberger.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 14 (2): pages 184-189. 2004.
[bibtex] [pdf]
Active Sensing Strategies for Robotic Platforms, with an Application in Vision-Based Gripping
Benjamin Deutsch and Frank Deinzer and Matthias Zobel and Joachim Denzler.
International Conference on Informatics in Control, Automation and Robotics. Pages 169-176. 2004.
[bibtex] [pdf]
A Comparison of First- and Second-Order Training Algorithms for Dynamic Neural Networks
Ferid Bajramovic and Christian Gruber and Bernhard Sick.
IEEE International Joint Conference on Neural Networks. Pages 837-842. 2004.
[bibtex] [web] [abstract]
Comparison of Appearance Based Methods for Generic Object Recognition
Frank Mattern and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 14 (2): pages 255-261. 2004.
[bibtex] [pdf]
Markerless Real-Time Target Region Tracking: Application to Frameless Sterotactic Radiosurgery
Torsten Rohlfing and Joachim Denzler and Daniel B. Russakoff and Christoph Gräßl and Calvin R. Maurer.
International Workshop on Vision, Modelling, and Visualization (VMV). Pages 5-12. 2004.
[bibtex]
On Minimizing Errors in 3-D-Reconstruction for Stereo Camera Systems
Stefan Wenhardt and Joachim Denzler and Heinrich Niemann.
7th International Conference on Pattern Recognition and Image Analysis 2004: New Information Technologies. Pages 562-565. 2004.
[bibtex]
Calibration of Real Scenes for the Reconstruction of Dynamic Light Fields
Ingo Scholz and Joachim Denzler and Heinrich Niemann.
IEICE Transactions on Information \& Systems. E87-D (1): pages 42-49. 2004.
[bibtex] [pdf]
Multi-Step Entropy Based Sensor Control for Visual Object Tracking
Benjamin Deutsch and Matthias Zobel and Joachim Denzler and Heinrich Niemann.
DAGM 2004: Pattern Recognition. Pages 359-366. 2004.
[bibtex] [pdf]

2003

Robust Matching of Affinely Transformed Objects
Herbert Süße and Wolfgang Ortmann and Klaus Voss.
International Conference on Image Processing (ICIP). Pages 383-386. 2003.
[bibtex] [pdf]
Comparison of Appearance Based Methods for Generic Object Recognition
Frank Mattern and Joachim Denzler.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). 2003.
[bibtex] [pdf]
Bayesian controller versus traditional controllers
Rainer Deventer and Joachim Denzler and Heinrich Niemann.
2003 International Conference on Computational Intelligence for Modelling Control and Automation. 2003.
[bibtex] [pdf]
Three-Dimensional Object Recognition Using a Combination of Hu Moment and Affine Moment Invariants Features
Mohammed S. Abdel-Wahaab and Sayed F. Bahgat and Ashraf S. Hussein and Doaa Hegazy.
IEEE Mediterranean Microwave Symposium (MMS). Pages 279-287. 2003.
[bibtex]
How Fusion of Multiple Views Can Improve Object Recognition in Real-World Environments
Marcin Grzegorzek and Frank Deinzer and Michael Reinhold and Joachim Denzler and Heinrich Niemann.
International Workshop on Vision, Modelling, and Visualization (VMV). Pages 553-560. 2003. isbn = 3-89838-048-3
[bibtex] [pdf]
Viewpoint Selection - Planning Optimal Sequences of Views for Object Recognition
Frank Deinzer and Joachim Denzler and Heinrich Niemann.
International Conference on Computer Analysis of Images and Patterns (CAIP). Pages 65-73. 2003.
[bibtex] [pdf] [abstract]
Using Test Plans for Bayesian Modeling
Rainer Deventer and Joachim Denzler and Heinrich Niemann and Oliver Kreis.
Machine Learning and Data Mining in Pattern Recognition. Pages 307-316. 2003.
[bibtex] [pdf] [abstract]
Plenoptic Models in Robot Vision
Joachim Denzler and Benno Heigl and Matthias Zobel and Heinrich Niemann.
Künstliche Intelligenz. pages 62-68. 2003.
[bibtex] [pdf]
Performance analysis of adaptive IIR notch filters based on least mean p-power error criterion
Maha Shadaydeh and Masayuki Kawamata.
International Symposium on Circuits and Systems (ISCAS). Pages 377-380. 2003.
[bibtex] [pdf] [web]
MOBSY}: Integration of Vision and Dialogue in Service Robots
Matthias Zobel and Joachim Denzler and Benno Heigl and Elmar Nöth and Dietrich Paulus and Jochen Schmidt and Georg Stemmer.
Machine Vision and Applications. 14 (1): pages 26-34. 2003.
[bibtex]
View-Based 3-D Object Recognition Using Color Features
Mohammed S. Abdel-Wahaab and Sayed F. Bahgat and Ashraf S. Hussein and Doaa Hegazy.
International Arab Conference on Information Technology. Pages 747-752. 2003.
[bibtex]
Three-Dimensional Object Recognition Using Support Vector Machine Neural Network Based on Moment Invariant Features
Mohammed S. Abdel-Wahaab and Sayed F. Bahgat and Ashraf S. Hussein and Doaa M. Hegazy.
International Conference on Enterprise Information Systems (ICEIS). Pages 583-588. 2003.
[bibtex]
Image-Based Modeling and its Application in Image Processing
Heinrich Niemann and Joachim Denzler and Benno Heigl and Florian Vogt and Christoph H. Schick and Sophie M. Krüger and Werner Hohenberger.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). Pages 14-17. 2003.
[bibtex]
Information Theoretic Focal Length Selection for Real-Time Active 3-D Object Tracking
Joachim Denzler and Matthias Zobel and Heinrich Niemann.
International Conference on Computer Vision. Pages 400-407. 2003.
[bibtex] [pdf]
Improving Statistical Object Recognition Approaches by a Parameterization of Normal Distributions
Christoph Gräßl and Frank Deinzer and Frank Mattern and Heinrich Niemann.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). Pages 38-41. 2003.
[bibtex] [pdf]

2002

Application of Bayesian controllers to dynamic system
Rainer Deventer and Joachim Denzler and Heinrich Niemann.
Workshop in Hybrid Intelligent Systems (HIS). Pages 555-569. 2002.
[bibtex] [pdf]
Entropy Based Camera Control for Visual Object Tracking
Matthias Zobel and Joachim Denzler and Heinrich Niemann.
International Conference on Image Processing (ICIP). Pages 901-904. 2002.
[bibtex] [pdf] [abstract]
Improving Object Recognition By Fusion Of Multiple Views
Frank Deinzer and Joachim Denzler and Heinrich Niemann.
Indian Conference on Computer Vision Graphics and Image Processing. Pages 161-166. 2002.
[bibtex]
Probabilistic Integration of Cues From Multiple Cameras
Joachim Denzler and Matthias Zobel and Jochen Triesch.
Dynamic Perception. Pages 309-314. 2002.
[bibtex] [pdf]
Using Non-Markov models for the control of Dynamic Systems
Rainer Deventer and Joachim Denzler and Heinrich Niemann.
Engineering of Intelligent Systems (EIS). Pages 70 (complete pa. 2002.
[bibtex] [pdf] [abstract]
Appearance Based Generic Object Modeling and Recognition Using Probabilistic Principal Component Analysis
Christopher Drexler and Frank Mattern and Joachim Denzler.
DAGM Symposium of Pattern Recognition. Pages 100-108. 2002. isbn = 3-540-44209-X
[bibtex] [pdf] [abstract]
Steady StateAnalysis of the P-Power Algorithm for Constrained Adaptive IIR Notch Filter
Maha Shadaydeh and Yegui Xiao and Masayuki Kawawata.
IEEE Midwest Symposium on Circuits and Systems (MWSCAS). Pages 664-667. 2002.
[bibtex] [abstract]
Bayesian Control of Dynamic Systems (to be published)
Rainer Deventer and Joachim Denzler and Heinrich Niemann. 2002.
[bibtex]
Calibration of Real Scenes for the Reconstruction of Dynamic Light Fields
Ingo Scholz and Joachim Denzler and Heinrich Niemann.
. Pages 32-35. 2002. isbn = 4-901122-02-9
[bibtex] [pdf]
Binocular 3-D Object Tracking with Varying Focal Lengths
Matthias Zobel and Joachim Denzler and Heinrich Niemann.
IASTED International Conference on Signal Processing, Pattern Recognition, and Application. Pages 325-330. 2002.
[bibtex] [pdf] [abstract]
Information Theoretic Sensor Data Selection for Active Object Recognition and State Estimation
Joachim Denzler and Christopher M. Brown.
IEEE Transactions on Pattern Analysis and Machine Intelligence. 24 (2): pages 145-157. 2002.
[bibtex] [pdf]
On Optimal Camera Parameter Selection in Kalman Filter Based Object Tracking
Joachim Denzler and Matthias Zobel and Heinrich Niemann.
Pattern Recognition. Pages 17-25. 2002. isbn = 3-540-44209-X
[bibtex] [pdf]
Generic Hierarchic Object Models and Classification based on Probabilistic PCA
Christopher Drexler and Frank Mattern and Joachim Denzler.
IAPR Workshop on Machine Vision Applications. Pages 435-438. 2002. isbn = 4-901122-02-9
[bibtex] [pdf] [abstract]

2001

D}emonstration von {B}ildverarbeitung und {S}prachverstehen in der {D}ienstleistungsrobotik
Matthias Zobel and Joachim Denzler and Benno Heigl and Elmar Nöth and Paulus, D. and Jochen Schmidt and Georg Stemmer.
A}utonome {M}obile {S}ysteme 2001, 17. Fachgespräch, Stuttgart, 11./12. Oktober 2001. Pages 141-147. 2001.
[bibtex] [pdf]
MOBSY}: Integration of Vision and Dialogue in Service Robots
Matthias Zobel and Joachim Denzler and Benno Heigl and Elmar Nöth and Dietrich Paulus and Jochen Schmidt and Georg Stemmer.
Computer Vision Systems, Proceedings Second International Workshop, ICVS 2001 Vancouver, Canada, July 7-8, 2001. Pages 50-62. 2001. Lecture Notes in Computer Science 2095
[bibtex] [pdf]
On Fusion of Multiple Views for Active Object Recognition
Frank Deinzer and Joachim Denzler and Heinrich Niemann.
. Pages 239-245. 2001.
[bibtex]
Optimal Camera Parameter Selection for State Estimation with Applications in Object Recognition
Joachim Denzler and Christopher M. Brown and Heinrich Niemann.
. Pages 305-312. 2001.
[bibtex] [pdf]

2000

Combining Computer Graphics and Computer Vision for Probabilistic Visual Robot Navigation
Benno Heigl and Joachim Denzler and Heinrich Niemann.
Enhanced and Synthetic Vision 2000. Pages 226-235. 2000. issn: 0277786X
[bibtex] [pdf]
Active Appearance-Based Object Recognition Using Viewpoint Selection
Michael Reinhold and Frank Deinzer and Joachim Denzler and Dietrich Paulus and J. Pösl.
Vision Modeling and Visualization 99. Pages 105-112. 2000.
[bibtex]
Classifier Independent Viewpoint Selection for 3-D Object Recognition
Frank Deinzer and Joachim Denzler and Heinrich Niemann.
Mustererkennung 2000. Pages 237-244. 2000. isbn = 3-540-67886-7
[bibtex] [pdf]
Viewpoint Selection - A Classifier Independent Learning Approach
Frank Deinzer and Joachim Denzler and Heinrich Niemann.
IEEE Southwest Symposium on Image Analysis and Interpretation. Pages 209-213. 2000.
[bibtex] [pdf]
Active Vision
Joachim Denzler. 2000.
[bibtex]
Control of Dynamic Systems Using Bayesian Networks
Rainer Deventer and Joachim Denzler and Heinrich Niemann.
IBERAMIA/SBIA Workshops (Atibaia, S{\~a}o Paulo, Brazil). Pages 33-39. 2000.
[bibtex] [pdf] [abstract]
Active Knowledge-Based Scene Analysis
Dietrich Paulus and Ulrike Ahlrichs and Benno Heigl and Joachim Denzler and Joachim Hornegger and Matthias Zobel and Heinrich Niemann.
videre. 1 (4): 2000. online-journal
[bibtex] [pdf]
Robust Facial Feature Localization by Coupled Features
Matthias Zobel and Arnd Gebhard and Dietrich Paulus and Joachim Denzler and Heinrich Niemann.
IEEE International Conference on Automatic Face and Gesture Recognition (FG). Pages 2-7. 2000.
[bibtex] [pdf] [abstract]
Object Tracking in Image Sequences
Joachim Denzler and Matthias Zobel. 2000.
[bibtex]
Non-linear modeling of a production process by hybrid Bayesian Networks
Rainer Deventer and Joachim Denzler and Heinrich Niemann.
European Conference on Artificial Intelligence. Pages 576-580. 2000.
[bibtex] [pdf]
Sichtbasierte Personeneskortierung mittels einer autonomen mobilen Plattform
Ralf Schug and Matthias Zobel and Joachim Denzler and Heinrich Niemann.
Robotik 2000: Leistungsstand - Anwendungen - Visionen - Trends. Pages 459-464. 2000.
[bibtex] [pdf] [abstract]
Active Computer Vision System
Dietrich Paulus and Christopher Drexler and Michael Reinhold and Matthias Zobel and Joachim Denzler.
Computer Architectures for Machine Perception. Pages 18-27. 2000.
[bibtex] [pdf]

1999

Tracking of Probabilistically Coupled Features
Matthias Zobel and Joachim Denzler and Heinrich Niemann.
International Workshop on Vision, Modelling, and Visualization (VMV). Pages 133-140. 1999.
[bibtex]
Shift Detection By Restoration
Klaus Voss and Herbert Süße and Wolfgang Ortmann and Thorsten Baumbach.
Pattern Recognition. 32: pages 2067-2068. 1999.
[bibtex]
A New One-Parametric Fitting Method for Planar Objects
Klaus Voss and Herbert Süße.
IEEE Trans. Pattern Anal. Mach. Intell.. 21 (7): pages 646-651. 1999.
[bibtex]
Shift Detection by Restoration
Herbert Süße and Klaus Voss and Wolfgang Ortmann and Thorsten Baumbach.
International Conference on Computer Analysis of Images and Patterns (CAIP). Pages 33-40. 1999.
[bibtex]
Bias Removal Algorithm for 2-D Equation Error Adaptive IIR Filters
Maha Shadaydeh and Masayuki Kawamata.
Multidimensional Systems and Signal Processing. 10 (4): pages 429-441. 1999.
[bibtex] [pdf] [web] [abstract]
Active Rays: Polar-transformed Active Contours for Real-Time Contour Tracking
Joachim Denzler and Heinrich Niemann.
Journal on Real-Time Imaging. 5 (3): pages 203-213. 1999.
[bibtex]
Probabilistisch modellierte Blicksteuerung zur Selbstlokalisation anhand natürlicher Landmarken
Christopher Drexler and Carmen Frank and Joachim Denzler and Heinrich Niemann.
Autonome Mobile Systeme. Pages 221-230. 1999.
[bibtex] [pdf] [abstract]
Bildmatching und Bewegungskompensation von Fundus-Bildern
Wolfgang Ortmann and Thorsten Baumbach.
Bildverarbeitung für die Medizin. Pages 387-391. 1999.
[bibtex]
Knowledge Based Image and Speech Analysis for Service Robots
Ulrike Ahlrichs and Fischer, J. and Joachim Denzler and Christopher Drexler and Heinrich Niemann and Elmar Nöth and Dietrich Paulus.
Integration of Speech and Image Understanding. Pages 21-47. 1999.
[bibtex] [pdf]
Active Knowledge Based Scene Analysis
Dietrich Paulus and Ulrike Ahlrichs and Benno Heigl and Joachim Denzler and Joachim Hornegger and Heinrich Niemann.
Computer Vision Systems. 1999.
[bibtex] [pdf]
Plenoptic Modeling and Rendering from Image Sequences Taken by a Hand-Held Camera
Benno Heigl and Reinhard Koch and Marc Pollefeys and Joachim Denzler and Luc Van Gool.
Mustererkennung 1999. Pages 94-101. 1999.
[bibtex] [pdf] [abstract]
Coupling Rays - Probabilistic Modeling of Spatial Dependencies
Matthias Zobel and Joachim Denzler and Heinrich Niemann.
International Conference on Imaging Science, Systems, and Technology (CISST). Pages 416-422. 1999.
[bibtex] [pdf]
Radial Representation of Active Contours
Joachim Denzler.
CVonline: The Evolving, Distributed, Non-Proprietary, On-Line Compendium of Computer Vision. 1999. http://www.dai.ed.ac.uk/CVonline/
[bibtex]

1998

Convergence Analysis of 2-D Doubly-Indexed Block LMS Adaptive Filters
Maha Shadaydeh and Masayuki Kawawata.
IEEE International Workshop on Intelligent Signal Processing and Communication Systems. 1998.
[bibtex]
An Efficient Combination of 2D and 3D Shape Description for Contour Based Tracking of Moving Objects
Joachim Denzler and Benno Heigl and Heinrich Niemann.
Computer Vision - ECCV 98. Pages 843-857. 1998. Lecture Notes in Computer Science puplisher: Springer Verlag
[bibtex] [pdf]
On the Application of Lightfield Reconstruction for Statistical Object Recognition
Benno Heigl and Joachim Denzler and Heinrich Niemann.
European Signal Processing Conference (EUSIPCO). Pages 1101-1104. 1998.
[bibtex] [pdf]
Automatische farbbasierte Extraktion natürlicher Landmarken und 3D-Positionsbestimmung auf Basis visueller Information in indoor Umgebungen
Joachim Denzler and Matthias Zobel.
Workshop Farbbildverarbeitung. Pages 57-62. 1998.
[bibtex] [pdf]
The Dialogue with the Scene: Probabilistic Knowledge Based Active Vision
Joachim Denzler.
Knowledge Based Computer Vision. Pages 44-45. 1998. Dagstuhl Seminar Report 196
[bibtex]
Steady State Analysis of Two-Dimensional LMS Adaptive Filters Using the Independence Assumption
Maha Shadaydeh and Masayuki Kawamata.
IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences. E82-A (3): 1998.
[bibtex] [pdf]

1997

Active Rays: Polar-transformed Active Contours for Real-Time Contour Tracking
Joachim Denzler and Heinrich Niemann.
Journal on Real-Time Imaging. pages (to appear). 1997. (to appear)
[bibtex] [pdf]
Analysis of Voice-Onset Using Active Rays and Hidden Markov Models
O. Jesorsky and Joachim Denzler and E. Nöth and T. Wittenberg.
Advances in Quantitative Laryngoscopy. Pages 51-58. 1997.
[bibtex] [pdf]
Real-Time Pedestrian Tracking in Natural Scenes
Joachim Denzler and Heinrich Niemann.
Computer Analysis of Images and Patterns, CAIP'97, Kiel 1997. Pages 42-49. 1997. Lecture Notes in Computer Science puplisher: Springer Verlag
[bibtex] [pdf]
Identification of nonminimum phase FIR systems via fourth-order cumulants and genetic algorithm
Maha Shadaydeh and Yegui Xiao and Yoshiaki Tadokoro.
Signal Processing. 60 (3): pages 339-347. 1997.
[bibtex] [pdf] [web] [abstract]
Model Based Extraction of Articulated Objects in Image Sequences for Gait Analysis
Dorthe Meyer and Joachim Denzler and Heinrich Niemann.
Fourth International Conference on Image Processing. Pages 78-81. 1997.
[bibtex] [pdf]
COBOLT: Ein System zur datengetriebenen Verfolgung bewegter Objekte in Echtzeit
Joachim Denzler and Heinrich Niemann.
Mustererkennung 1997. Pages 209-216. 1997.
[bibtex] [pdf]
Aktives Sehen zur Echtzeitobjektverfolgung
Joachim Denzler. 1997.
[bibtex]
Invariant Fitting of Planar Objects by Primitives
Klaus Voss and Herbert Süße.
IEEE Trans. Pattern Anal. Mach. Intell.. 19 (1): pages 80-84. 1997.
[bibtex]

1996

Active Rays: A New Approach to Contour Tracking
Joachim Denzler and Heinrich Niemann.
Speech and Image Understanding. Pages 301-310. 1996.
[bibtex] [pdf]
Overdetermined C(q,k) formula using third and fourth order cumulants
Yegui Xiao and Maha Shadaydeh and Yoshiaki Tadokoro.
Electronics Letters. 32 (6): pages 601-603. 1996.
[bibtex] [web] [abstract]
Echtzeitobjektverfolgung mit aktiven {S}trahlen
Joachim Denzler and Heinrich Niemann.
Mustererkennung 1996. Pages 84-91. 1996.
[bibtex] [pdf]
The Method of Normalization to Determine Invariants
Irene Rothe and Herbert Süße and Klaus Voss.
IEEE Trans. Pattern Anal. Mach. Intell.. 18 (4): pages 366-376. 1996.
[bibtex]
Statistical Approach to Classification of Flow Patterns for Motion Detection
Joachim Denzler and V. Schle{\"{ss}} and Dietrich Paulus and Heinrich Niemann.
International Conference on Image Processing (ICIP). Pages I/517-I/520. 1996.
[bibtex] [pdf]
A New Energy Term Combining Kalman-Filter and Active Contour Models for Object Tracking
Joachim Denzler and Heinrich Niemann.
Machine Graphics \& Vision. 5 (1/2): pages 157-165. 1996.
[bibtex] [pdf]
Sprachgesteuerte Fovealisierung und Vergenz
Ulrike Ahlrichs and Joachim Denzler and Ralf Kompe and Heinrich Niemann.
Aktives Sehen in biologischen und technischen Systemen. Pages 52-59. 1996.
[bibtex] [pdf] [abstract]
3D Data Driven Prediction for Active Contour Models based on Geometric Bounding Volumes
Joachim Denzler and Heinrich Niemann.
Pattern Reconition Letters. 17 (11): pages 1171-1178. 1996.
[bibtex] [pdf]
3D Data Driven Prediction for Active Contour Models with Application to Car Tracking
Joachim Denzler and Heinrich Niemann.
IAPR Workshop on Machine Vision Applications. Pages 204-207. 1996.
[bibtex] [pdf]
Active Rays: A New Approach to Contour Tracking
Joachim Denzler and Heinrich Niemann.
International Journal of Computing and Information Technology. 4 (1): pages 9-16. 1996.
[bibtex] [pdf]

1995

F}arbsegmentierung für aktives {S}ehen
Joachim Denzler and Benno Heigl and Dietrich Paulus.
Erster Workshop Farbbildverarbeitung. Pages 9-12. 1995.
[bibtex] [pdf]
Evaluating the Performance of Active Contour Models for Real-Time Object Tracking
Joachim Denzler and Heinrich Niemann.
Asian Conference on Computer Vision (ACCV). Pages II/341-II/345. 1995.
[bibtex] [pdf] [abstract]
Combination of Simple Vision Modules for Robust Real-Time Motion Tracking
Joachim Denzler and Heinrich Niemann.
European Transactions on Telecommunications. 5 (3): pages 275-286. 1995.
[bibtex] [pdf] [abstract]

1994

Learning, Tracking and Recognition of 3D-Objects
Joachim Denzler and R. Beß and Joachim Hornegger and Heinrich Niemann and Dietrich Paulus.
International Conference on Intelligent Robots and Systems. Pages 89-96. 1994. adress: München
[bibtex] [pdf] [abstract]
Active Motion Detection and Object Tracking
Joachim Denzler and Dietrich Paulus.
International Conference on Image Processing (ICIP). Pages 635-639. 1994.
[bibtex] [pdf] [abstract]
A Two Stage Real-Time Object Tracking System
Joachim Denzler and Heinrich Niemann.
International Journal of Computing and Information Technology. 2 (3): pages 211-222. 1994.
[bibtex] [pdf]
A Two Stage Real-Time Object Tracking System
Joachim Denzler and Heinrich Niemann. 1994.
[bibtex] [pdf] [abstract]

1993

Going Back to the Source: Inverse Filtering of the Speech Signal with ANNs
Joachim Denzler and Ralf Kompe and Adnreas Kießling and Heinrich Niemann and Elmar Nöth.
EUROSPEECH. Pages 111-114. 1993.
[bibtex] [pdf] [abstract]
Möglichkeiten und Grenzen aktiven Sehens mit passiven Sensoren
Dietrich Paulus and Joachim Denzler.
Autonome Mobile Systeme 1993. Pages 275-287. 1993.
[bibtex] [abstract]