JeFaPaTo - A Joint Toolbox for Blinking Analysis and Facial Features Extraction
arXiv preprint 2402.08439. 2024. (submitted to JOSS) [bibtex] [pdf] [code] [abstract] |
Reducing Bias in Pre-trained Models by Tuning while Penalizing Change
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 90-101. 2024. [bibtex] [web] [abstract] |
Investigating the Effects of Plant Diversity on Soil Thermal Diffusivity Using Physics- Informed Neural Networks
ICLR Workshop on AI4DifferentialEquations In Science (ICLR-WS). 2024. (accepted) [bibtex] [pdf] [web] |
Privacy-Preserving Face Recognition in Hybrid Frequency-Color Domain
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 536-546. 2024. [bibtex] [web] [abstract] |
Embracing the Black Box: Heading Towards Foundation Models for Causal Discovery from Time Series Data
AAAI Workshop on AI for Time-series (AAAI-WS). 2024. (accepted) [bibtex] [pdf] [web] [abstract] |
Physics Informed Modeling of Ecosystem Respiration via Dynamic Mode Decomposition with Control Input
ICLR Workshop on Machine Learning for Remote Sensing (ICLR-WS). 2024. (accepted) [bibtex] [web] [abstract] |
When Medical Imaging Met Self-Attention: A Love Story That Didnt Quite Work Out
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 149-158. 2024. [bibtex] [web] [abstract] |
Deep Learning-based Group Causal Inference in Multivariate Time-series
AAAI Workshop on AI for Time-series (AAAI-WS). 2024. (accepted) [bibtex] [pdf] [web] [abstract] |
Determining the Community Composition of Herbaceous Species from Images using Convolutional Neural Networks
Ecological Informatics. pages 102516. 2024. (in press) [bibtex] [web] [abstract] |
Der zeitliche Verlauf des emotionalen menschlichen Gesichtsausdruckes - die Entwicklung eines künstliche Intelligenz basierten Paradigmas zur Quantifizierung
94. Jahresversammlung der Deutschen Gesellschaft für Hals-Nasen-Ohren-Heilkunde, Kopf- und Hals-Chirurgie e.V., Bonn. 2023. [bibtex] [web] [abstract] |
Plant Diversity Stabilizes Soil Temperature
bioRxiv. pages 2023-03. 2023. [bibtex] [pdf] |
Beyond Debiasing: Actively Steering Feature Selection via Loss Regularization
DAGM German Conference on Pattern Recognition (DAGM-GCPR). 2023. [bibtex] [pdf] [abstract] |
Gradient Statistics-Based Multi-Objective Optimization in Physics-Informed Neural Networks
Sensors. 23 (21): 2023. [bibtex] [pdf] [web] [abstract] |
Physics Informed Neural Networks for Aeroacoustic Source Estimation
IACM Mechanistic Machine Learning and Digital Engineering for Computational Science Engineering and Technology. 2023. [bibtex] [web] [abstract] |
Hard is the Task, the Samples are Few: A German Chiasmus Dataset
Language Technology Conference: Human Language Technologies as a Challenge for Computer Science and Linguistics (LTC). 2023. [bibtex] [abstract] |
Using 2D and 3D Face Representations to Generate Comprehensive Facial Electromyography Intensity Maps
International Symposium on Visual Computing (ISVC). Pages 136-147. 2023. [bibtex] [web] [code] [abstract] |
From Faces To Volumes - Measuring Volumetric Asymmetry in 3D Facial Palsy Scans
International Symposium on Visual Computing (ISVC). Pages 121-132. 2023. Best Paper Award [bibtex] [web] [abstract] |
Enhanced Stability of Grassland Soil Temperature by Plant Diversity
Nature Geoscience. pages 1-7. 2023. [bibtex] [abstract] |
Unified Automatic Plant Cover and Phenology Prediction
ICCV Workshop on Computer Vision in Plant Phenotyping and Agriculture (CVPPA). 2023. [bibtex] [pdf] [abstract] |
Is It Worth It? Comparing Six Deep and Classical Methods for Unsupervised Anomaly Detection in Time Series
Applied Sciences. 13 (3): 2023. [bibtex] [web] [abstract] |
Simplified Concrete Dropout - Improving the Generation of Attribution Masks for Fine-grained Classification
DAGM German Conference on Pattern Recognition (DAGM-GCPR). 2023. [bibtex] [pdf] [code] [supplementary] [abstract] |
Analyzing the Behavior of Cauliflower Harvest-Readiness Models by Investigating Feature Relevances
ICCV Workshop on Computer Vision in Plant Phenotyping and Agriculture (CVPPA). Pages 572-581. 2023. [bibtex] [pdf] [abstract] |
Improved Obstructed Facial Feature Reconstruction for Emotion Recognition with Minimal Change CycleGANs
Advanced Concepts for Intelligent Vision Systems (Acivs). Pages 262-274. 2023. Best Paper Award [bibtex] [web] [abstract] |
Improving Data Efficiency for Plant Cover Prediction with Label Interpolation and Monte-Carlo Cropping
DAGM German Conference on Pattern Recognition (DAGM-GCPR). 2023. [bibtex] [pdf] [web] [supplementary] [abstract] |
Lets Get the FACS Straight - Reconstructing Obstructed Facial Features
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 727-736. 2023. [bibtex] [pdf] [web] [abstract] |
Interpreting Art by Leveraging Pre-Trained Models
International Conference on Machine Vision and Applications (MVA). Pages 1-6. 2023. [bibtex] [abstract] |
Sequential Causal Effect Variational Autoencoder: Time Series Causal Link Estimation under Hidden Confounding
arXiv preprint arXiv:2209.11497. 2022. [bibtex] [web] [abstract] |
Partitioning of Net Ecosystem Exchange Using Dynamic Mode Decomposition and Time Delay Embedding
Engineering Proceedings. 18 (1): 2022. [bibtex] [web] [abstract] |
A spatiotemporal stochastic climate model for benchmarking causal discovery methods for teleconnections
Environmental Data Science. 1: pages E12. 2022. [bibtex] [web] [abstract] |
Weakly-Supervised Localization of Multiple Objects in Images using Cosine Loss
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 287-296. 2022. [bibtex] [abstract] |
Image Classification with Small Datasets: Overview and Benchmark
IEEE Access. 10: pages 49233-49250. 2022. [bibtex] [pdf] [web] [abstract] |
Towards a multisensor station for automated biodiversity monitoring
Basic and Applied Ecology. 59: pages 105-138. 2022. [bibtex] [web] [abstract] |
Surface Electrostimulation Prevents Denervated Muscle Atrophy in Facial Paralysis: Ultrasound Quantification [Abstract]
Abstracts of the 2022 Joint Annual Conference of the Austrian ({\"O}GBMT), German (VDE DGBMT) and Swiss (SSBE) Societies for Biomedical Engineering, including the 14th Vienna International Workshop on Functional Electrical Stimulation. 67: pages 542. 2022. [bibtex] [abstract] |
Occlusion-Robustness of Convolutional Neural Networks via Inverted Cutout
International Conference on Pattern Recognition (ICPR). Pages 2829-2835. 2022. [bibtex] [pdf] [supplementary] [abstract] |
Causal Discovery using Model Invariance through Knockoff Interventions
ICML Workshop on Spurious Correlations, Invariance and Stability (ICML-WS). 2022. [bibtex] [pdf] [web] [abstract] |
Automatic Objective Severity Grading of Peripheral Facial Palsy Using 3D Radial Curves Extracted from Point Clouds
Challenges of Trustable AI and Added-Value on Health. 2022. [bibtex] [web] [code] [abstract] |
Metaphor Detection for Low Resource Languages: From Zero-Shot to Few-Shot Learning in Middle High German
LREC Workshop on Multiword Expression (LREC-WS). Pages 75-80. 2022. [bibtex] [web] [code] [abstract] |
Pre-trained models are not enough: active and lifelong learning is important for long-term visual monitoring of mammals in biodiversity research. Individual identification and attribute prediction with image features from deep neural networks and decoupled decision models applied to elephants and great apes
Mammalian Biology. 102: pages 875-897. 2022. [bibtex] [web] [abstract] |
Time Series Causal Link Estimation under Hidden Confounding using Knockoff Interventions
NeurIPS Workshop on A Causal View on Dynamical Systems (NeurIPS-WS). 2022. [bibtex] [pdf] [web] [abstract] |
Automated Visual Monitoring of Nocturnal Insects with Light-based Camera Traps
CVPR Workshop on Fine-grained Visual Classification (CVPR-WS). 2022. [bibtex] [pdf] [web] [code] [abstract] |
Optical Quantification of Surface Electrical Stimulation to Prevent Denervation Muscle Atrophy in 15 Patients with Facial Paralysis [Abstract]
Abstracts of the 2022 Joint Annual Conference of the Austrian ({\"O}GBMT), German (VDE DGBMT) and Swiss (SSBE) Societies for Biomedical Engineering, including the 14th Vienna International Workshop on Functional Electrical Stimulation. 67: pages 541. 2022. [bibtex] [abstract] |
KI4KI: Neues Projekt zur regelmässigen {\"U}berwachung von Stauanlagen aus dem All
Messtechnische {\"U}berwachung von Stauanlagen ; XII.Mittweidaer Talsperrentag. Pages 15-19. 2022. [bibtex] [web] [abstract] |
Beyond Global Average Pooling: Alternative Feature Aggregations for Weakly Supervised Localization
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 180-191. 2022. [bibtex] [pdf] [abstract] |
Limb, Joint and Pelvic Kinematic Control in the Quail Coping with Steps Upwards and Downwards
Scientific Reports. 12 (1): pages 15901. 2022. [bibtex] [pdf] [web] [abstract] |
Outcome Prediction and Murmur Detection in Sets of Phonocardiograms by a Deep Learning-Based Ensemble Approach
Computing in Cardiology (CinC). Pages 1-4. 2022. [bibtex] [pdf] [abstract] |
Towards a Unified Benchmark for Monocular Radial Distortion Correction and the Importance of Testing on Real World Data
International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI). Pages 59-71. 2022. [bibtex] [web] [abstract] |
Investigating Neural Network Training on a Feature Level using Conditional Independence
ECCV Workshop on Causality in Vision (ECCV-WS). Pages 383-399. 2022. [bibtex] [pdf] [abstract] |
Lightweight Filtering of Noisy Web Data: Augmenting Fine-grained Datasets with Selected Internet Images
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 466-477. 2021. [bibtex] [pdf] [web] [abstract] |
Conditional Dependence Tests Reveal the Usage of ABCD Rule Features and Bias Variables in Automatic Skin Lesion Classification
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
Computer Science for Biodiversity Workshop (CS4Biodiversity), INFORMATIK 2021. Pages 417-423. 2021. [bibtex] [pdf] |
Uncovering Stability Princicples of Avian Bipedal Uneven Locomotion
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
Computer Science for Biodiversity Workshop (CS4Biodiversity), INFORMATIK 2021. Pages 547-564. 2021. [bibtex] [pdf] [abstract] |
Facial Behavior Analysis using 4D Curvature Statistics for Presentation Attack Detection
IEEE International Workshop on Biometrics and Forensics (IWBF). Pages 1-6. 2021. [bibtex] [web] [code] [abstract] |
Detecting Scenes in Fiction Using the Embedding Delta Signal
KONVENS Shared Task on Scene Segmentation. 2021. [bibtex] |
Counterfactual Generation with Knockoffs
arXiv preprint arXiv:2102.00951. 2021. [bibtex] [pdf] [web] [abstract] |
Finding Relevant Flood Images on Twitter using Content-based Filters
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
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 142-158. 2021. [bibtex] [pdf] [web] [code] [abstract] |
Deep Learning Pipeline for Automated Visual Moth Monitoring: Insect Localization and Species Classification
INFORMATIK 2021, Computer Science for Biodiversity Workshop (CS4Biodiversity). Pages 443-460. 2021. [bibtex] [pdf] [web] [code] [abstract] |
Automated Visual Large Scale Monitoring of Faunal Biodiversity
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 31 (3): pages 477-488. 2021. [bibtex] [pdf] [web] [abstract] |
Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals
IEEE International Conference on Machine Learning and Applications (ICMLA). Pages 449-454. 2021. [bibtex] [pdf] [web] [abstract] |
Weakly Supervised Segmentation Pretraining for Plant Cover Prediction
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 589-603. 2021. [bibtex] [pdf] [supplementary] [abstract] |
A Data-Driven Approach to Partitioning Net Ecosystem Exchange Using a Deep State Space Model
IEEE Access. 9: pages 107873-107883. 2021. [bibtex] [web] [abstract] |
Self-Supervised Learning from Semantically Imprecise Data
arXiv preprint arXiv:2104.10901. 2021. [bibtex] [pdf] [abstract] |
Conditional Adversarial Debiasing: Towards Learning Unbiased Classifiers from Biased Data
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 48-62. 2021. [bibtex] [pdf] [abstract] |
Data-Driven Detection of General Chiasmi Using Lexical and Semantic Features
SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature. Pages 96-100. 2021. [bibtex] [web] [abstract] |
Domain Adaptation and Active Learning for Fine-Grained Recognition in the Field of Biodiversity
Findings of the CVPR Workshop on Continual Learning in Computer Vision (CLVision). 2021. [bibtex] [abstract] |
Exploiting Web Images for Moth Species Classification
Computer Science for Biodiversity Workshop (CS4Biodiversity), INFORMATIK 2021. Pages 481-498. 2021. [bibtex] [pdf] [web] [abstract] |
Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning
IEEE International Conference on Machine Learning and Applications (ICMLA). Pages 166-172. 2021. [bibtex] [pdf] [web] [abstract] |
Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification
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
NeurIPS 2021 Track on Datasets and Benchmarks. 2021. [bibtex] [pdf] [presentation] [abstract] |
Automatic Plant Cover Estimation with Convolutional Neural Networks
Computer Science for Biodiversity Workshop (CS4Biodiversity), INFORMATIK 2021. Pages 499-516. 2021. [bibtex] [pdf] [abstract] |
Investigating the Consistency of Uncertainty Sampling in Deep Active Learning
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 159-173. 2021. [bibtex] [pdf] [web] [abstract] |
Content-based Image Retrieval and the Semantic Gap in the Deep Learning Era
ICPR Workshop on Content-Based Image Retrieval (CBIR2020). Pages 245-260. 2021. [bibtex] [pdf] [abstract] |
Analyzing the Direction of Emotional Influence in Nonverbal Dyadic Communication: A Facial-Expression Study
IEEE Access. 9: pages 73780-73790. 2021. [bibtex] [pdf] [web] [presentation] [abstract] |
Do We Train on Test Data? Purging CIFAR of Near-Duplicates
Journal of Imaging. 6 (6): 2020. [bibtex] [pdf] [web] [abstract] |
A Virtual "Werkstatt" for Digitization in the Sciences
Research Ideas and Outcomes. 6: pages e54106. 2020. [bibtex] [web] [abstract] |
EarthNet2021: A novel large-scale dataset and challenge for forecasting localized climate impacts
arXiv preprint arXiv:2012.06246. 2020. [bibtex] [web] |
Deep Learning on Small Datasets without Pre-Training using Cosine Loss
IEEE Winter Conference on Applications of Computer Vision (WACV). Pages 1360-1369. 2020. [bibtex] [pdf] [code] [abstract] |
Making Every Label Count: Handling Semantic Imprecision by Integrating Domain Knowledge
International Conference on Pattern Recognition (ICPR). 2020. [bibtex] [pdf] [abstract] |
Determining the Relevance of Features for Deep Neural Networks
European Conference on Computer Vision. Pages 330-346. 2020. [bibtex] [abstract] |
Understanding Changes in Environmental Time Series with Time-frequency Causality Analysis
European Geosciences Union General Assembly (EGU): Abstract + Poster Presentation. 2020. [bibtex] [pdf] [web] [abstract] |
Automatic and Objective Facial Palsy Grading Index Prediction using Deep Feature Regression
Annual Conference on Medical Image Understanding and Analysis (MIUA). Pages 253-266. 2020. [bibtex] [pdf] [web] [abstract] |
The Whole Is More Than Its Parts? From Explicit to Implicit Pose Normalization
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
Künstliche Intelligenz (KI). 2020. [bibtex] [pdf] [abstract] |
Region-based Edge Convolutions with Geometric Attributes for the Semantic Segmentation of Large-scale 3D Point Clouds
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
ECCV Workshop on Computer Vision Problems in Plant Phenotyping (CVPPP). 2020. [bibtex] [pdf] [web] [supplementary] [abstract] |
Classification-Specific Parts for Improving Fine-Grained Visual Categorization
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 62-75. 2019. [bibtex] [pdf] [web] [code] [abstract] |
Hierarchy-based Image Embeddings for Semantic Image Retrieval
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
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
Laryngo-Rhino-Otologie. 98 (S02): pages 357-358. 2019. [bibtex] [web] |
Machine Learning based Classification of Facial Palsies using Standard Still Photografies
Laryngo-Rhino-Otologie. 98 (S02): pages 360. 2019. [bibtex] [web] |
One-Shot Learned Priors in Augmented Active Appearance Models for Anatomical Landmark Tracking
Computer Vision, Imaging and Computer Graphics -- Theory and Applications. Pages 85-104. 2019. [bibtex] [web] [abstract] |
Attribution of Multivariate Extreme Events
International Workshop on Climate Informatics (CI). 2019. [bibtex] [pdf] [abstract] |
LOST: A flexible framework for semi-automatic image annotation
arXiv preprint arXiv:1910.07486. 2019. [bibtex] [pdf] |
Deep learning and process understanding for data-driven Earth system science
Nature. 566 (7743): pages 195-204. 2019. [bibtex] [web] [abstract] |
Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence. 41 (5): pages 1088-1101. 2019. (Pre-print published in 2018.) [bibtex] [pdf] [web] [code] [abstract] |
Fusionskonzept zur Reibwertschätzung auf Basis von Wetter- und Fahrbahnzustandsinformationen
VDI-Fachtagung Reifen - Fahrwerk - Fahrbahn. 2019. Best Paper Award [bibtex] [abstract] |
Automated Polyp Differentiation on Coloscopic Data using Semantic Segmentation with CNNs
Endoscopy. 51 (04): pages 4. 2019. [bibtex] [web] [abstract] |
Not just a Matter of Semantics: The Relationship between Visual Similarity and Semantic Similarity
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 414-427. 2019. [bibtex] [pdf] [abstract] |
Long-term home-based Surface Electrostimulation is useful to prevent atrophy in denervated Facial Muscles
Vienna Workshop on Functional Electrical Stimulation (FESWS). 2019. [bibtex] [pdf] [abstract] |
Automatically Estimating Forestal Characteristics in 3D Point Clouds using Deep Learning
iDiv Annual Conference. 2019. Poster [bibtex] [web] [abstract] |
Integrating Domain Knowledge: Using Hierarchies to Improve Deep Classifiers
Asian Conference on Pattern Recognition (ACPR). 2019. [bibtex] [pdf] [abstract] |
Automated objective and marker-free facial grading using photographs of patients with facial palsy.
European Archives of Oto-Rhino-Laryngology. 2019. [bibtex] [pdf] |
Fully Convolutional Networks in Multimodal Nonlinear Microscopy Images for Automated Detection of Head and Neck Carcinoma: A Pilot Study
Head \& Neck. 41 (1): pages 116-121. 2019. [bibtex] [web] [abstract] |
Toy models to analyze emergent constraint approaches
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
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 490-497. 2019. [bibtex] [pdf] [web] [abstract] |
Using Causal Inference to Globally Understand Black Box Predictors Beyond Saliency Maps
International Workshop on Climate Informatics (CI). 2019. [bibtex] [pdf] [abstract] |
Active Learning for Deep Object Detection
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 181-190. 2019. [bibtex] [pdf] [abstract] |
Self-supervised Data Bootstrapping for Deep Optical Character Recognition of Identity Documents
arXiv preprint arXiv:1908.04027. 2019. [bibtex] [pdf] [abstract] |
Edge-Convolution Point Net For Semantic Segmentation Of Large-Scale Point Clouds
IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Pages 5236-5239. 2019. [bibtex] [web] [abstract] |
ELPephants: A Fine-Grained Dataset for Elephant Re-Identification
ICCV Workshop on Computer Vision for Wildlife Conservation (ICCV-WS). 2019. [bibtex] [pdf] [abstract] |
Causal Link Estimation under Hidden Confounding in Ecological Time Series
International Workshop on Climate Informatics (CI). 2019. [bibtex] [pdf] [abstract] |
Information-Theoretic Active Learning for Content-Based Image Retrieval
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 650-666. 2019. [bibtex] [pdf] [code] [supplementary] [abstract] |
Nonlinear Causal Link Estimation under Hidden Confounding with an Application to Time-Series Anomaly Detection
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 261-273. 2019. [bibtex] [pdf] [abstract] |
Time-Frequency Causal Inference Uncovers Anomalous Events in Environmental Systems
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 499-512. 2019. [bibtex] [pdf] [abstract] |
Visibility Guided NMS: Efficient Boosting of Amodal Object Detection in Crowded Traffic Scenes
Machine Learning for Autonomous Driving Workshop at NeurIPS (NeurIPS-WS). 2019. [bibtex] [abstract] |
Predicting Landscapes from Environmental Conditions Using Generative Networks
DAGM German Conference on Pattern Recognition (DAGM-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
Laryngo-Rhino-Otologie. 98 (S02): pages 115. 2019. [bibtex] [web] |
Putting User Reputation on the Map: Unsupervised Quality Control for Crowdsourced Historical Data
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
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
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
BigSkyEarth Conference: AstroGeoInformatics. 2018. [bibtex] [pdf] [web] |
Automatic Query Image Disambiguation for Content-Based Image Retrieval
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
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 28 (4): pages 658-663. 2018. [bibtex] [pdf] [web] [abstract] |
Enhancing Flood Impact Analysis using Interactive Retrieval of Social Media Images
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
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
International Conference on Ecological Informatics (ICEI). Pages 151-152. 2018. [bibtex] [abstract] |
Automated MRI Volumetry of the Olfactory Bulb
Laryngo-Rhino-Otologie. 97 (S02): pages 36. 2018. [bibtex] [web] [abstract] |
HER2 challenge contest: a detailed assessment of automated HER2 scoring algorithms in whole slide images of breast cancer tissues
Histopathology. 72 (2): pages 227-238. 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)
Laryngo-Rhino-Otologie. 97 (S02): pages 97. 2018. [bibtex] [web] [abstract] |
Dataless Black-Box Model Comparison
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 28 (4): pages 676-683. 2018. (also published at ICPRAI 2018) [bibtex] [abstract] |
Extreme anomaly event detection in biosphere using linear regression and a spatiotemporal MRF model
Natural Hazards. pages 1-19. 2018. [bibtex] [pdf] [web] [abstract] |
Aquaplaning - a potential hazard also for Automated Driving
ITS automotive nord e.V. (Hrsg.), Braunschweig. 2018. [bibtex] |
Causality analysis of ecological time series: a time-frequency approach
International Workshop on Climate Informatics (CI). 2018. [bibtex] [pdf] |
Deep Learning is not a Matter of Depth but of Good Training
International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI). Pages 683-687. 2018. [bibtex] [pdf] [abstract] |
Keeping the Human in the Loop: Towards Automatic Visual Monitoring in Biodiversity Research
International Conference on Ecological Informatics (ICEI). Pages 16. 2018. [bibtex] [abstract] |
Active Learning for Regression Tasks with Expected Model Output Changes
British Machine Vision Conference (BMVC). 2018. [bibtex] [pdf] [code] [supplementary] [abstract] |
Domain knowledge integration for causality analysis of carbon-cycle variables
American Geophysical Union Fall Meeting (AGU): Abstract + Poster Presentation. 2018. [bibtex] [web] [abstract] |
Towards Automatic Identification of Elephants in the Wild
AI for Wildlife Conservation Workshop (AIWC). 2018. [bibtex] [pdf] [abstract] |
Multi-view Anatomical Animal Landmark Localization using Deep Feature Regression
ICPR Workshop on Visual Observation and Analysis of Vertebrate And Insect Behavior (ICPR-WS). 2018. [bibtex] |
Facial motor and non-motor disabilities in patients with central facial paresis: a prospective cohort study
Journal of Neurology. 2018. [bibtex] |
Finding the Unknown: Novelty Detection with Extreme Value Signatures of Deep Neural Activations
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 226-238. 2017. [bibtex] [pdf] [supplementary] [abstract] |
Towards Unconstrained Content Recognition of Additional Traffic Signs
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
International Journal of Computer Vision (IJCV). 121 (2): pages 253-280. 2017. [bibtex] [pdf] [web] [abstract] |
Semantic Segmentation of Outdoor Areas using 3D Moment Invariants and Contextual Cues
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 165-176. 2017. [bibtex] [pdf] [abstract] |
Multi-marker tracking for large-scale X-ray stereo video data
Signal Processing: Image Communication. 59 (Supplement C): pages 140 - 149. 2017. [bibtex] [web] |
Why Computer Science needs to meet Ecology
Dagstuhl Reports. 7 (2): pages 114-120. 2017. [bibtex] [web] |
From Corners To Rectangles Directional Road Sign Detection Using Learned Corner Representations
IEEE Intelligent Vehicles Symposium (IV). Pages 1039-1044. 2017. [bibtex] [web] [abstract] |
A Feedback Estimation Approach for Therapeutic Facial Training
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
52nd European Marine Biology Symposium. 2017. [bibtex] [pdf] |
Generalized orderless pooling performs implicit salient matching
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
Laryngo-Rhino-Otologie. 2017. [bibtex] [web] [abstract] |
Modelling ocean parameters through Graphical Models
MTS/IEEE OCEANS Conference Aberdeen. Pages 1-6. 2017. [bibtex] [pdf] |
Fast Learning and Prediction for Object Detection using Whitened CNN Features
arXiv preprint arXiv:1704.02930. 2017. [bibtex] [pdf] [web] |
Towards Automated Visual Monitoring of Individual Gorillas in the Wild
ICCV Workshop on Visual Wildlife Monitoring (ICCV-WS). Pages 2820-2830. 2017. [bibtex] [pdf] [abstract] |
Unsupervised Group Activity Detection by Hierarchical Dirichlet Processes
International Conference on Image Analysis and Recognition (ICIAR). Pages 399-407. 2017. [bibtex] [pdf] [web] [abstract] |
Maximally Divergent Intervals for Extreme Weather Event Detection
MTS/IEEE OCEANS Conference Aberdeen. Pages 1-9. 2017. [bibtex] [pdf] [abstract] |
Anatomical Landmark Tracking by One-shot Learned Priors for Augmented Active Appearance Models
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 246-254. 2017. [bibtex] [pdf] [web] |
Deep bilinear features for Her2 scoring in digital pathology
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
CVPR Workshop on Continuous and Open-Set Learning (CVPR-WS). 2017. Poster presentation and extended abstract [bibtex] [abstract] |
Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning
Scientific Reports. 7 (1): pages 41598-017. 2017. [bibtex] [web] |
Biosphere Anomalies Detection by Regression Models
Conference on Advances in Extreme Value Analysis and Application to Natural Hazards (EVAN). 2017. [bibtex] [pdf] |
Life-long Learning with Applications in Monitoring Biodiversity
Dagstuhl Reports. 7 (2): pages 120-122. 2017. [bibtex] [web] |
Multivariate anomaly detection for Earth observations: a comparison of algorithms and feature extraction techniques
Earth System Dynamics. 8 (3): pages 677-696. 2017. [bibtex] [pdf] [web] [abstract] |
Visual Fish Tracking: Combining a Two-Stage Graph Approach with CNN-Features
MTS/IEEE OCEANS Conference Aberdeen. Pages 1-6. 2017. [bibtex] [pdf] [web] |
Emergent Techniques and Applications for Big Visual Data
International Journal of Digital Multimedia Broadcasting. 2017: pages 2. 2017. Article ID 6468502 [bibtex] [web] |
Fine-tuning Deep Neural Networks in Continuous Learning Scenarios
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
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 509-516. 2016. [bibtex] [pdf] [abstract] |
Watch, Ask, Learn, and Improve: A Lifelong Learning Cycle for Visual Recognition
European Symposium on Artificial Neural Networks (ESANN). Pages 381-386. 2016. [bibtex] [pdf] [code] [presentation] [abstract] |
Large-scale Active Learning with Approximated Expected Model Output Changes
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 179-191. 2016. [bibtex] [pdf] [web] [code] [supplementary] [abstract] |
Detecting Multivariate Biosphere Extremes
International Workshop on Climate Informatics (CI). Pages 9-12. 2016. [bibtex] [web] [abstract] |
Maximally Divergent Intervals for Anomaly Detection
Workshop on Anomaly Detection (ICML-WS). 2016. Best Paper Award [bibtex] [pdf] [web] [code] [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
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
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
British Machine Vision Conference (BMVC). 2016. [bibtex] [pdf] [supplementary] |
Chimpanzee Faces in the Wild: Log-Euclidean CNNs for Predicting Identities and Attributes of Primates
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 51-63. 2016. [bibtex] [pdf] [web] [supplementary] [abstract] |
Impatient DNNs - Deep Neural Networks with Dynamic Time Budgets
British Machine Vision Conference (BMVC). 2016. [bibtex] [pdf] |
Semantic Volume Segmentation with Iterative Context Integration for Bio-medical Image Stacks
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
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
Journal of Neuroscience Methods. 271: pages 143-148. 2016. [bibtex] [web] [abstract] |
Using Statistical Process Control for detecting anomalies in multivariate spatiotemporal Earth Observations
European Geosciences Union General Assembly (EGU): Abstract + Oral Presentation. 2016. [bibtex] [pdf] [web] [abstract] |
ImageNet pre-trained models with batch normalization
arXiv preprint 1612.01452. 2016. [bibtex] [pdf] [web] [abstract] |
Vegetation segmentation in cornfield images using bag of words
Advanced Concepts for Intelligent Vision Systems (Acivs). Pages 193-204. 2016. [bibtex] [pdf] [web] [abstract] |
Convolutional Neural Networks as a Computational Model for the Underlying Processes of Aesthetics Perception
ECCV Workshop on Computer Vision for Art Analysis. 2016. [bibtex] [pdf] [web] |
Additional Traffic Sign Detection Using Learned Corner Representations
IEEE Intelligent Vehicles Symposium (IV). Pages 316-321. 2016. [bibtex] [web] [abstract] |
SeaCLEF 2016: Object Proposal Classification for Fish Detection in Underwater Videos
Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum. Pages 481-489. 2016. [bibtex] [pdf] |
Hot spots of multivariate extreme anomalies in Earth observations
American Geophysical Union Fall Meeting (AGU): Abstract + Oral Presentation. 2016. [bibtex] [web] [abstract] |
Facial Paresis Index Prediction by Exploiting Active Appearance Models for Compact Discriminative Features
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 271-278. 2016. [bibtex] [pdf] [abstract] |
Active and Continuous Exploration with Deep Neural Networks and Expected Model Output Changes
NIPS Workshop on Continual Learning and Deep Networks (NIPS-WS). 2016. [bibtex] [pdf] [web] [abstract] |
Fine-grained Recognition Datasets for Biodiversity Analysis
CVPR Workshop on Fine-grained Visual Classification (CVPR-WS). 2015. [bibtex] [pdf] [web] |
Road Condition Estimation based on Spatio-Temporal Reflection Models
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 3-15. 2015. [bibtex] [pdf] [abstract] |
Automated and objective action coding of facial expressions in patients with acute facial palsy
European Archives of Oto-Rhino-Laryngology. 272 (5): pages 1259-1267. 2015. [bibtex] [web] [abstract] |
Interactive Image Retrieval for Biodiversity Research
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 129-141. 2015. [bibtex] [pdf] [abstract] |
Active Learning and Discovery of Object Categories in the Presence of Unnameable Instances
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
Machine Vision Applications (MVA). Pages 126-129. 2015. [bibtex] [pdf] [web] [abstract] |
Mixed Gaits in Small Avian Terrestrial Locomotion
Scientific Reports. 5: 2015. [bibtex] [web] [abstract] |
Convolutional Patch Networks with Spatial Prior for Road Detection and Urban Scene Understanding
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 510-517. 2015. [bibtex] [pdf] [abstract] |
Automated analysis of confocal laser endomicroscopy images to detect head and neck cancer
Head \& Neck. 38 (1): 2015. [bibtex] [web] |
Beyond Thinking in Common Categories: Predicting Obstacle Vulnerability using Large Random Codebooks
Machine Vision Applications (MVA). Pages 198-201. 2015. [bibtex] [pdf] [web] [abstract] |
Analysis and Classification of Microscopy Images with Cell Border Distance Statistics
Jahrestagung der Deutschen Gesellschaft für Medizinische Physik (DGMP). 2015. [bibtex] [pdf] |
Efficient Convolutional Patch Networks for Scene Understanding
CVPR Workshop on Scene Understanding (CVPR-WS). 2015. Poster presentation and extended abstract [bibtex] [pdf] [abstract] |
Local Novelty Detection in Multi-class Recognition Problems
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
Mitochondrion. 25 (1): pages 49-59. 2015. [bibtex] [web] |
Additional Traffic Sign Detection: A Comparative Study
IEEE International Conference on Intelligent Transportation Systems (ITSC). Pages 794-799. 2015. [bibtex] [pdf] [abstract] |
Regularized Geometric Hulls for Bio-medical Image Segmentation
Annals of the BMVA. pages 1-12. 2015. [bibtex] [pdf] [abstract] |
Croatian Fish Dataset: Fine-grained classification of fish species in their natural habitat
BMVC Workshop on Machine Vision of Animals and their Behaviour (BMVC-WS). 2015. [bibtex] [pdf] [web] |
Seeing through bag-of-visual-word glasses: towards understanding quantization effects in feature extraction methods
2014. Technical Report TR-FSU-INF-CV-2014-01 [bibtex] [pdf] [code] [abstract] |
Birds of a Feather Flock Together - Local Learning of Mid-level Representations for Fine-grained Recognition
ECCV Workshop on Parts and Attributes (ECCV-WS). 2014. [bibtex] [pdf] [web] [code] [presentation] |
Intrinsic and extrinsic active self-calibration of multi-camera systems
Mach. Vis. Appl.. 25 (2): pages 389-403. 2014. [bibtex] [web] |
Part Localization by Exploiting Deep Convolutional Networks
ECCV Workshop on Parts and Attributes (ECCV-WS). 2014. [bibtex] [pdf] [web] |
Exemplar-specific Patch Features for Fine-grained Recognition
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 144-156. 2014. [bibtex] [pdf] [code] [supplementary] [abstract] |
Explorative Analysis of Heterogeneous, Unstructured, and Uncertain Data: A Computer Science Perspective on Biodiversity Research
International Conference on Data Management Technologies and Applications (DATA). Pages 251-257. 2014. [bibtex] [abstract] |
A Hierarchical Bayesian Approach for Unsupervised Cell Phenotype Clustering
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 69-80. 2014. [bibtex] [pdf] [abstract] |
Detection of Object Interactions in Video Sequences
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). Pages 156-161. 2014. [bibtex] [pdf] [web] [abstract] |
Robust Pictorial Structures for X-ray Animal Skeleton Tracking
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
Art and Perception. 2014. [bibtex] |
Comparative Large-Scale Evaluation of Human and Active Appearance Model Based Tracking Performance of Anatomical Landmarks in X-ray Locomotion Sequences
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
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
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
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
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
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
arXiv preprint arXiv:1407.2721. 2014. [bibtex] [pdf] [web] [code] [abstract] |
Vulnerability Classification of Generic Object Hypotheses using a Visual Words Approach
FISITA World Automotive Congress (FISITA). Pages 1-5. 2014. F2014-AST-045 [bibtex] [abstract] |
Temporal Video Segmentation by Event Detection: A Novelty Detection Approach
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
IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Pages 1426-1433. 2014. [bibtex] [pdf] [abstract] |
JenAesthetics Subjective Dataset: Analyzing Paintings by Subjective Scores
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
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
European Conference on Computer Vision (ECCV). Pages 562-577. 2014. [bibtex] [pdf] [presentation] [supplementary] [abstract] |
Part Detector Discovery in Deep Convolutional Neural Networks
Asian Conference on Computer Vision (ACCV). Pages 162-177. 2014. [bibtex] [pdf] [code] [abstract] |
Automated Classification of Therapeutic Face Exercises using the Kinect.
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
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
Gastrointestinal Endoscopy. 77 (5): pages AB453. 2013. [bibtex] [web] |
Fine-grained Categorization - Short Summary of our Entry for the ImageNet Challenge 2012
arXiv preprint arXiv:1310.4759. 2013. [bibtex] [pdf] [web] |
Temporal Self-Similarity for Appearance-Based Action Recognition in Multi-View Setups
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
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 23 (3): pages 402-407. 2013. [bibtex] [pdf] |
Kernel Null Space Methods for Novelty Detection
IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Pages 3374-3381. 2013. [bibtex] [pdf] [web] [code] [presentation] [abstract] |
JenAesthetics-a public dataset of paintings for aesthetic research
2013. Technical Report [bibtex] |
Segmentation of Microorganism in Complex Environments
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
Frontiers in Psychology. 4: pages 808. 2013. [bibtex] |
Video Segmentation by Event Detection: A Novel One-class Classification Approach
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
Band 22 der Jahrestagung der Deutschen Gesellschaft für Photogrammetrie. 2013. [bibtex] [pdf] |
An Efficient Approximation for Gaussian Process Regression
2013. Technical Report TR-FSU-INF-CV-2013-01 [bibtex] [pdf] |
Lighting estimation in fringe images during motion compensation for 3D measurements
Videometrics, Range Imaging, and Applications XII; and Automated Visual Inspection. Pages 87910P:1-9. 2013. [bibtex] [pdf] [web] [abstract] |
Beyond the closed-world assumption: The importance of novelty detection and open set recognition
GCPR/DAGM Workshop on Unsolved Problems in Pattern Recognition and Computer Vision (GCPR-WS): Extended Abstract + Oral Presentation. 2013. [bibtex] [pdf] [web] |
Color: A Crucial Factor for Aesthetic Quality Assessment in a Subjective Database of Paintings
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
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
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
Machine Vision and Applications. 24 (5): pages 1043-1053. 2013. [bibtex] [pdf] |
Efficient Measuring of Facial Action Unit Activation Intensities using Active Appearance Models
Machine Vision Applications (MVA). Pages 141-144. 2013. [bibtex] [pdf] |
How self-similar are artworks at different levels of spatial resolution?
Computational Aesthetics. 2013. [bibtex] |
Oriented Differences of Boxes Operators for Blood Vessel Segmentation and Analysis in Confocal Laser Endomicroscopy Images with minimal User Interaction
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
Journal of Biomechanics. 46 (12): pages 2082-2086. 2013. [bibtex] |
One-class Classification with Gaussian Processes
Pattern Recognition. 46 (12): pages 3507-3518. 2013. [bibtex] [pdf] |
Accurate 3D Multi-Marker Tracking in X-ray Cardiac Sequences Using a Two-Stage Graph Modeling Approach
Computer Analysis of Images and Patterns. Pages 117-125. 2013. [bibtex] [pdf] |
Enhanced Anomaly Detection in Wire Ropes by Combining Structure and Appearance
Pattern Recognition Letters. 34 (8): pages 942-953. 2013. [bibtex] [pdf] |
Labeling examples that matter: Relevance-Based Active Learning with Gaussian Processes
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 282-291. 2013. [bibtex] [pdf] [web] [code] [supplementary] [abstract] |
Approximations of Gaussian Process Uncertainties for Visual Recognition Problems
Scandinavian Conference on Image Analysis (SCIA). Pages 182-194. 2013. [bibtex] [pdf] [web] [abstract] |
Automatic Identification of Novel Bacteria using Raman Spectroscopy and Gaussian Processes
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
Seventh International Conference on Distributed Smart Cameras (ICDSC). Pages 1-6. 2013. [bibtex] [pdf] [web] [abstract] |
Land cover classification of satellite images using contextual information
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Pages 1-6. 2013. [bibtex] [pdf] |
Large-Scale Gaussian Process Classification using Random Decision Forests
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 22 (1): pages 113-120. 2012. [bibtex] [pdf] |
As Time Goes By: Anytime Semantic Segmentation with Iterative Context Forests
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
European Conference on Computer Vision (ECCV) VISART workshop. 2012. [bibtex] |
Assessment of the Rule of Thirds in Photographs Taken by Amateurs
Visual Science of Art Conference (VSAC). 2012. [bibtex] |
Tracking and Reconstruction in a Combined Optimization Approach
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
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
Asian Conference on Computer Vision (ACCV). Pages 218-231. 2012. [bibtex] [pdf] |
Large-Scale Gaussian Process Classification with Flexible Adaptive Histogram Kernels
European Conference on Computer Vision (ECCV). Pages 85-98. 2012. [bibtex] [pdf] [web] [supplementary] [abstract] |
Analyzing the Subspaces Obtained by Dimensionality Reduction for Human Action Recognition from 3d Data
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
International Conference on Pattern Recognition (ICPR). Pages 3313-3316. 2012. [bibtex] [pdf] |
Semantic Segmentation using GrabCut
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 597-602. 2012. [bibtex] [pdf] |
Beyond Classification - Large-scale Gaussian Process Inference and Uncertainty Prediction
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
Asian Conference on Computer Vision (ACCV). Pages 511-524. 2012. Best Paper Honorable Mention Award [bibtex] [pdf] [web] [presentation] [abstract] |
Selection of Relevant Features for Raman Spectroscopy
2012. Technical Report [bibtex] [pdf] |
Divergence-Based One-Class Classification Using Gaussian Processes
British Machine Vision Conference (BMVC). Pages 50.1-50.11. 2012. [bibtex] [pdf] [web] [presentation] [abstract] |
Fast and Robust Landmark Tracking in X-ray Locomotion Sequences Containing Severe Occlusions
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
ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC). 2012. [bibtex] [pdf] |
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
Zeitschrift für Gastroenterologie. 50 (8): pages 277. 2012. [bibtex] [web] |
PHOG Analysis of Self-Similarity in Aesthetic Images
Human Vision and Electronic Imaging XVII. 2012. [bibtex] |
Motion compensation for three-dimensional measurements of macroscopic objects using fringe projection
Videometrics, Range Imaging, and Applications XII; and Automated Visual Inspection. 2012. [bibtex] [pdf] |
Finding Discriminative Features for Raman Spectroscopy
International Conference on Pattern Recognition. Pages 1823-1826. 2012. [bibtex] [pdf] |
Scale-Independent Spatio-Temporal Statistical Shape Representations for 3d Human Action Recognition
International Conference on Pattern Recognition and Methods (ICPRAM). Pages 288-294. 2012. [bibtex] [pdf] |
Exploiting the Manhattan-world Assumption for Extrinsic Self-calibration of Multi-modal Sensor Networks
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
Scandinavian Conference on Image Analysis (SCIA). Pages 604-615. 2011. [bibtex] [pdf] [abstract] |
A Method for Fast Composing of Images Captured from Deformed Documents by a Quadocular Scanner Setup
Machine Vision Applications (MVA). Pages 291-294. 2011. [bibtex] [pdf] |
Efficient Multi-Class Incremental Learning Using Gaussian Processes
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
Journal of Mathematical Imaging and Vision (JMIV). pages 1-14. 2011. [bibtex] |
Self-Calibration of Camera Networks: Active and Passive Methods
2011. [bibtex] |
Efficient Gaussian process classification using random decision forests
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
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
Symposium of the German Association for Pattern Recognition (DAGM). Pages 11-20. 2011. [bibtex] [pdf] [abstract] |
Extrinsic Self-Calibration of Time-of-Flight Cameras using a Combination of 3D and Intensity Descriptors
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
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). Pages 96-99. 2011. [bibtex] [pdf] |
Combining structure and appearance for anomaly detection in wire ropes
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
Machine Vision Applications (MVA). Pages 219-222. 2011. [bibtex] [pdf] |
Detection of Microorganisms in Complex Microscopy Images
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
Biological Psychology. 88 (2-3): pages 204-214. 2011. [bibtex] |
A Fast Approach for Pixelwise Labeling of Facade Images
International Conference on Pattern Recognition (ICPR). Pages 3029-3032. 2010. [bibtex] [pdf] |
Multi-View Planning for Simultaneous Coverage and Accuracy Optimisation
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
Symposium of the German Association for Pattern Recognition (DAGM). Pages 31-40. 2010. [bibtex] [pdf] |
Selection of Relevant Features for Raman Spectroscopy Using Supervised Classification Techniques
Chemometrics in Analytical Chemistry (CAC). 2010. [bibtex] [pdf] |
Semantic Segmentation Algorithms for Aerial Image Analysis and Classification
One Day BMVA Symposium at the British Computer Society on Aerial Image Analysis and Classification. 2010. [bibtex] [pdf] |
Multiple Kernel Gaussian Process Classification for Generic 3D Object Recognition From Time-of-Flight Images
International Conference on Image and Vision Computing. Pages 1-8. 2010. [bibtex] [pdf] [web] |
One-Class Classification with Gaussian Processes
Asian Conference on Computer Vision (ACCV). Pages 489-500. 2010. [bibtex] [pdf] [presentation] |
Analysis of Structural Dependencies for the Automatic Visual Inspection of Wire Ropes
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
Computer Vision, Imaging and Computer Graphics: Theory and Applications. Pages 296-308. 2010. [bibtex] [pdf] [abstract] |
$1/f^2$ Characteristics and Isotropy in the Fourier Power Spectra of Visual Art, Cartoons, Comics, Mangas, and Different Categories of Photographs
PLoS ONE. 5 (8): pages e12268. 2010. [bibtex] [abstract] |
An Analysis-by-Synthesis Approach to Rope Condition Monitoring
International Symposium on Visual Computing (ISVC). Pages 459-468. 2010. [bibtex] [pdf] [abstract] |
Efficient Gaussian Process Classification using Random Decision Forests
International Conference on Pattern Recognition and Image Analysis (PRIA), St. Petersburg, Russia. Pages 93-96. 2010. [bibtex] [pdf] |
Online Next-Best-View Planning for Accuracy Optimization Using an Extended E-Criterion
IAPR International Conference on Pattern Recognition (ICPR). 2010. [bibtex] [pdf] |
Classification of Microorganisms via Raman Spectroscopy Using Gaussian Processes
Symposium of the German Association for Pattern Recognition (DAGM). Pages 81-90. 2010. [bibtex] [pdf] |
One-Shot Learning of Object Categories using Dependent Gaussian Processes
Symposium of the German Association for Pattern Recognition (DAGM). Pages 232-241. 2010. [bibtex] [pdf] |
Pedestrian Detection by Probabilistic Component Assembly
Symposium of the German Association for Pattern Recognition (DAGM). Pages 91-100. 2009. [bibtex] [pdf] |
Learning with Few Examples by Transferring Feature Relevance
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
International Conference on Computer Vision Theory and Applications (VISAPP). 2009. [bibtex] [pdf] |
Guided KLT Tracking Using Camera Parameters in Consideration of Uncertainty
VISIGRAPP 2008. Pages 252-261. 2009. [bibtex] |
Principal component analysis of fourier transforms discriminates visual art from other image categories
ECVP Abstract Supplement. Pages 49. 2009. [bibtex] [abstract] |
Experimental Comparison of Wide Baseline Correspondence Algorithms for Multi Camera Calibration
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
Iberoamerican Congress on Pattern Recognition (CIARP). 2009. [bibtex] |
Combined GKLT Feature Tracking and Reconstruction for Next Best View Planning
Symposium of the German Association for Pattern Recognition (DAGM). Pages 161-170. 2009. [bibtex] [pdf] |
Global Context Extraction for Object Recognition Using a Combination of Range and Visual Features
Dynamic 3D Imaging Workshop. Pages 96-109. 2009. [bibtex] [pdf] |
A Framework for Actively Selecting Viewpoints in Object Recognition
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
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
Medical Image Computing and Computer-Assisted Intervention (MICCAI). Pages 386-393. 2009. [bibtex] [pdf] |
Experimentelle Auswertung von Unsicherheitsmaßen auf relativen Posen für die Multikamerakalibrierung
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
IEEE International Conference on Computer Vision (ICCV). pages 1273-1279. 2009. [bibtex] [pdf] |
View Planning for 3D Reconstruction Using Time-of-Flight Camera Data
Symposium of the German Association for Pattern Recognition (DAGM). 2009. [bibtex] |
Robustness of Different Features for One-class Classification and Anomaly Detection in Wire Ropes
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
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
IAPR Scandinavian Conference on Image Analysis (SCIA). Pages 460-469. 2009. [bibtex] [pdf] |
Randomized Probabilistic Latent Semantic Analysis for Scene Recognition
Iberoamerican Congress on Pattern Recognition (CIARP). Pages 945-953. 2009. [bibtex] [pdf] |
Using Common Field of View Detection for Multi Camera Calibration
International Workshop on Vision, Modelling, and Visualization (VMV). Pages 113-120. 2009. [bibtex] [pdf] |
Efficient Adaptive Combination of Histograms for Real-Time Tracking
EURASIP Journal on Image and Video Processing, special issue Video Tracking in Complex Scenes for Surveillance Applications. 2008: pages 1-11. 2008. [bibtex] [pdf] |
Global Uncertainty-based Selection of Relative Poses for Multi Camera Calibration
British Machine Vision Conference (BMVC). Pages 745-754. 2008. [bibtex] [pdf] |
3D Blood Flow Reconstruction from 2D Angiograms
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
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
International Conference on Machine Learning and Pattern Recognition (MLPR). Pages 70-74. 2008. [bibtex] [pdf] |
Generic Object Recognition using Boosted Combined Features
Robot Vision. 4931: pages 355-366. 2008. [bibtex] |
An Efficient Shortest Triangle Paths Algorithm for Uncertainty-based Multi Camera Calibration
Workshop on Omnidirectional Vision (OMNIVIS). 2008. [bibtex] |
On Fusion of Range and Intensity Information Using Graph-Cut for Planar Patch Segmentation
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
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
International Fall Workshop on Vision, Modelling, and Visualization (VMV). Pages 343-352. 2008. [bibtex] [pdf] [abstract] |
Experimental Evaluation of Relative Pose Estimation Algorithms
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
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
Vision, Modelling, and Visualization Workshop (VMV). Pages 159-168. 2008. [bibtex] [pdf] |
Implicit Feedback between Reconstruction and Tracking in a Combined Optimization Approach
Symposium of the German Association for Pattern Recognition (DAGM). Pages 274-283. 2008. [bibtex] [abstract] |
KLT Tracking Using Intrinsic and Extrinsic Camera Parameters in Consideration of Uncertainty
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
IEEE Intelligent Vehicles Symposium. Pages 632-636. 2008. [bibtex] [pdf] [abstract] |
Fractal-like image statistics in visual art: similarity to natural scenes
Spatial Vision. 21 (1-2): pages 97 - 117. 2007. [bibtex] [pdf] [web] |
Boosting Colored Local Features For Generic Object Recognition
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
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] |
Detecting Coplanar Feature Points in Handheld Image Sequences
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 447-452. 2007. [bibtex] [pdf] [abstract] |
Benchmarking 3D Reconstructions from Next Best View Planning
Machine Vision Applications (MVA). Pages 552-555. 2007. [bibtex] [pdf] |
Rigid Motion Constraints for Tracking Planar Objects
Symposium of the German Association for Pattern Recognition (DAGM). Pages 102-111. 2007. [bibtex] [abstract] |
Self-calibration with Partially Known Rotations
Symposium of the German Association for Pattern Recognition (DAGM). Pages 1-10. 2007. [bibtex] [pdf] [abstract] |
Artists portray human faces with the Fourier statistics of complex natural scenes
Network: Computation in Neural Systems. 18 (3): pages 235-248. 2007. [bibtex] [pdf] [web] [abstract] |
Reading out 2D Barcode PDF417
Progress in Pattern Recognition, Springer, London. pages 179-185. 2007. [bibtex] [pdf] |
A Comparison of Nearest Neighbor Search Algorithms for Generic Object Recognition
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
International Conference on Pattern Recognition (ICPR). Pages 103-106. 2006. [bibtex] [pdf] [abstract] |
Detection of Planar Patches in Handheld Image Sequences
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
International Conference on the Application of Computer Science and Mathematics in Architecture and Civil Engineering. 2006. [bibtex] [pdf] |
Self-Organizing, Adaptive Data Fusion for 3d Object Tracking
ARCS 2005 - Organic and Pervasive Computing, Workshops Proceedings. Pages 109-116. 2005. [bibtex] [pdf] |
Metrische 3-D-Vermessung einer Straßenszene mit Spezialwissen unter minimaler Interaktion -- Erweiterte monokulare Rekonstruktion
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
Vision, Modeling, and Visualization. Pages 139-146. 2005. [bibtex] [pdf] |
A Comparative Evaluation of Template and Histogram Based 2D Tracking Algorithms
Symposium of the German Association for Pattern Recognition (DAGM). Pages 269-276. 2005. [bibtex] [pdf] [abstract] |
Efficient Combination of Histograms for Real-Time Tracking Using Mean-Shift and Trust-Region Optimization
Symposium of the German Association for Pattern Recognition (DAGM). Pages 254-261. 2005. [bibtex] [pdf] [abstract] |
Hierarchical Sensor Data Fusion by Probabilistic Cue Integration for Robust 3--D Object Tracking
IEEE Southwest Symposium on Image Analysis and Interpretation. Pages 216-220. 2004. [bibtex] [pdf] |
Progressive Attenuation Fields: Fast 2D-3D Image Registration Without Precomputation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI). Pages 631-638. 2004. [bibtex] [web] [abstract] |
Calibration of Real Scenes for the Reconstruction of Dynamic Light Fields
IEICE Transactions on Information \& Systems. E87-D (1): pages 42-49. 2004. [bibtex] [pdf] |
Multi-Step Entropy Based Sensor Control for Visual Object Tracking
Symposium of the German Association for Pattern Recognition (DAGM). Pages 359-366. 2004. [bibtex] [pdf] |
Image-Based Modeling and its Application in Image Processing
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 14 (2): pages 184-189. 2004. [bibtex] [pdf] |
Comparison of Appearance Based Methods for Generic Object Recognition
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 14 (2): pages 255-261. 2004. [bibtex] [pdf] |
Active Sensing Strategies for Robotic Platforms, with an Application in Vision-Based Gripping
International Conference on Informatics in Control, Automation and Robotics. Pages 169-176. 2004. [bibtex] [pdf] |
Markerless Real-Time Target Region Tracking: Application to Frameless Sterotactic Radiosurgery
International Workshop on Vision, Modelling, and Visualization (VMV). Pages 5-12. 2004. [bibtex] |
On Minimizing Errors in 3-D-Reconstruction for Stereo Camera Systems
7th International Conference on Pattern Recognition and Image Analysis 2004: New Information Technologies. Pages 562-565. 2004. [bibtex] |
Comparison of Appearance Based Methods for Generic Object Recognition
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). 2003. [bibtex] [pdf] |
Bayesian controller versus traditional controllers
2003 International Conference on Computational Intelligence for Modelling Control and Automation. 2003. [bibtex] [pdf] |
How Fusion of Multiple Views Can Improve Object Recognition in Real-World Environments
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
International Conference on Computer Analysis of Images and Patterns (CAIP). Pages 65-73. 2003. [bibtex] [pdf] [abstract] |
Using Test Plans for Bayesian Modeling
Machine Learning and Data Mining in Pattern Recognition. Pages 307-316. 2003. [bibtex] [pdf] [abstract] |
Plenoptic Models in Robot Vision
Künstliche Intelligenz. pages 62-68. 2003. [bibtex] [pdf] |
MOBSY}: Integration of Vision and Dialogue in Service Robots
Machine Vision and Applications. 14 (1): pages 26-34. 2003. [bibtex] |
Image-Based Modeling and its Application in Image Processing
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
International Conference on Computer Vision. Pages 400-407. 2003. [bibtex] [pdf] |
Application of Bayesian controllers to dynamic system
Workshop in Hybrid Intelligent Systems (HIS). Pages 555-569. 2002. [bibtex] [pdf] |
Entropy Based Camera Control for Visual Object Tracking
International Conference on Image Processing (ICIP). Pages 901-904. 2002. [bibtex] [pdf] [abstract] |
Improving Object Recognition By Fusion Of Multiple Views
Indian Conference on Computer Vision Graphics and Image Processing. Pages 161-166. 2002. [bibtex] |
Appearance Based Generic Object Modeling and Recognition Using Probabilistic Principal Component Analysis
Symposium of the German Association for Pattern Recognition (DAGM). Pages 100-108. 2002. isbn = 3-540-44209-X [bibtex] [pdf] [abstract] |
Probabilistic Integration of Cues From Multiple Cameras
Dynamic Perception. Pages 309-314. 2002. [bibtex] [pdf] |
Using Non-Markov models for the control of Dynamic Systems
Engineering of Intelligent Systems (EIS). Pages 70 (complete pa. 2002. [bibtex] [pdf] [abstract] |
Calibration of Real Scenes for the Reconstruction of Dynamic Light Fields
. Pages 32-35. 2002. isbn = 4-901122-02-9 [bibtex] [pdf] |
Binocular 3-D Object Tracking with Varying Focal Lengths
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
IEEE Transactions on Pattern Analysis and Machine Intelligence. 24 (2): pages 145-157. 2002. [bibtex] [pdf] |
Generic Hierarchic Object Models and Classification based on Probabilistic PCA
IAPR Workshop on Machine Vision Applications. Pages 435-438. 2002. isbn = 4-901122-02-9 [bibtex] [pdf] [abstract] |
Bayesian Control of Dynamic Systems (to be published)
2002. [bibtex] |
On Optimal Camera Parameter Selection in Kalman Filter Based Object Tracking
Pattern Recognition. Pages 17-25. 2002. isbn = 3-540-44209-X [bibtex] [pdf] |
D}emonstration von {B}ildverarbeitung und {S}prachverstehen in der {D}ienstleistungsrobotik
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
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
. Pages 239-245. 2001. [bibtex] |
Optimal Camera Parameter Selection for State Estimation with Applications in Object Recognition
. Pages 305-312. 2001. [bibtex] [pdf] |
Combining Computer Graphics and Computer Vision for Probabilistic Visual Robot Navigation
Enhanced and Synthetic Vision 2000. Pages 226-235. 2000. issn: 0277786X [bibtex] [pdf] |
Active Appearance-Based Object Recognition Using Viewpoint Selection
Vision Modeling and Visualization 99. Pages 105-112. 2000. [bibtex] |
Classifier Independent Viewpoint Selection for 3-D Object Recognition
Mustererkennung 2000. Pages 237-244. 2000. isbn = 3-540-67886-7 [bibtex] [pdf] |
Viewpoint Selection - A Classifier Independent Learning Approach
IEEE Southwest Symposium on Image Analysis and Interpretation. Pages 209-213. 2000. [bibtex] [pdf] |
Active Vision
2000. [bibtex] |
Active Knowledge-Based Scene Analysis
videre. 1 (4): 2000. online-journal [bibtex] [pdf] |
Robust Facial Feature Localization by Coupled Features
IEEE International Conference on Automatic Face and Gesture Recognition (FG). Pages 2-7. 2000. [bibtex] [pdf] [abstract] |
Object Tracking in Image Sequences
2000. [bibtex] |
Control of Dynamic Systems Using Bayesian Networks
IBERAMIA/SBIA Workshops (Atibaia, S{\~a}o Paulo, Brazil). Pages 33-39. 2000. [bibtex] [pdf] [abstract] |
Non-linear modeling of a production process by hybrid Bayesian Networks
European Conference on Artificial Intelligence. Pages 576-580. 2000. [bibtex] [pdf] |
Sichtbasierte Personeneskortierung mittels einer autonomen mobilen Plattform
Robotik 2000: Leistungsstand - Anwendungen - Visionen - Trends. Pages 459-464. 2000. [bibtex] [pdf] [abstract] |
Active Computer Vision System
Computer Architectures for Machine Perception. Pages 18-27. 2000. [bibtex] [pdf] |
Tracking of Probabilistically Coupled Features
International Workshop on Vision, Modelling, and Visualization (VMV). Pages 133-140. 1999. [bibtex] |
Active Rays: Polar-transformed Active Contours for Real-Time Contour Tracking
Journal on Real-Time Imaging. 5 (3): pages 203-213. 1999. [bibtex] |
Probabilistisch modellierte Blicksteuerung zur Selbstlokalisation anhand natürlicher Landmarken
Autonome Mobile Systeme. Pages 221-230. 1999. [bibtex] [pdf] [abstract] |
Knowledge Based Image and Speech Analysis for Service Robots
Integration of Speech and Image Understanding. Pages 21-47. 1999. [bibtex] [pdf] |
Active Knowledge Based Scene Analysis
Computer Vision Systems. 1999. [bibtex] [pdf] |
Plenoptic Modeling and Rendering from Image Sequences Taken by a Hand-Held Camera
Mustererkennung 1999. Pages 94-101. 1999. [bibtex] [pdf] [abstract] |
Coupling Rays - Probabilistic Modeling of Spatial Dependencies
International Conference on Imaging Science, Systems, and Technology (CISST). Pages 416-422. 1999. [bibtex] [pdf] |
Radial Representation of Active Contours
CVonline: The Evolving, Distributed, Non-Proprietary, On-Line Compendium of Computer Vision. 1999. http://www.dai.ed.ac.uk/CVonline/ [bibtex] |
An Efficient Combination of 2D and 3D Shape Description for Contour Based Tracking of Moving Objects
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
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
Workshop Farbbildverarbeitung. Pages 57-62. 1998. [bibtex] [pdf] |
The Dialogue with the Scene: Probabilistic Knowledge Based Active Vision
Knowledge Based Computer Vision. Pages 44-45. 1998. Dagstuhl Seminar Report 196 [bibtex] |
Active Rays: Polar-transformed Active Contours for Real-Time Contour Tracking
Journal on Real-Time Imaging. pages (to appear). 1997. (to appear) [bibtex] [pdf] |
Analysis of Voice-Onset Using Active Rays and Hidden Markov Models
Advances in Quantitative Laryngoscopy. Pages 51-58. 1997. [bibtex] [pdf] |
Real-Time Pedestrian Tracking in Natural Scenes
Computer Analysis of Images and Patterns, CAIP'97, Kiel 1997. Pages 42-49. 1997. Lecture Notes in Computer Science puplisher: Springer Verlag [bibtex] [pdf] |
Model Based Extraction of Articulated Objects in Image Sequences for Gait Analysis
Fourth International Conference on Image Processing. Pages 78-81. 1997. [bibtex] [pdf] |
COBOLT: Ein System zur datengetriebenen Verfolgung bewegter Objekte in Echtzeit
Mustererkennung 1997. Pages 209-216. 1997. [bibtex] [pdf] |
Aktives Sehen zur Echtzeitobjektverfolgung
1997. [bibtex] |
Active Rays: A New Approach to Contour Tracking
Speech and Image Understanding. Pages 301-310. 1996. [bibtex] [pdf] |
Echtzeitobjektverfolgung mit aktiven {S}trahlen
Mustererkennung 1996. Pages 84-91. 1996. [bibtex] [pdf] |
Statistical Approach to Classification of Flow Patterns for Motion Detection
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
Machine Graphics \& Vision. 5 (1/2): pages 157-165. 1996. [bibtex] [pdf] |
Sprachgesteuerte Fovealisierung und Vergenz
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
Pattern Reconition Letters. 17 (11): pages 1171-1178. 1996. [bibtex] [pdf] |
3D Data Driven Prediction for Active Contour Models with Application to Car Tracking
IAPR Workshop on Machine Vision Applications. Pages 204-207. 1996. [bibtex] [pdf] |
Active Rays: A New Approach to Contour Tracking
International Journal of Computing and Information Technology. 4 (1): pages 9-16. 1996. [bibtex] [pdf] |
F}arbsegmentierung für aktives {S}ehen
Erster Workshop Farbbildverarbeitung. Pages 9-12. 1995. [bibtex] [pdf] |
Evaluating the Performance of Active Contour Models for Real-Time Object Tracking
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
European Transactions on Telecommunications. 5 (3): pages 275-286. 1995. [bibtex] [pdf] [abstract] |
Learning, Tracking and Recognition of 3D-Objects
International Conference on Intelligent Robots and Systems. Pages 89-96. 1994. adress: München [bibtex] [pdf] [abstract] |
Active Motion Detection and Object Tracking
International Conference on Image Processing (ICIP). Pages 635-639. 1994. [bibtex] [pdf] [abstract] |
A Two Stage Real-Time Object Tracking System
International Journal of Computing and Information Technology. 2 (3): pages 211-222. 1994. [bibtex] [pdf] |
Going Back to the Source: Inverse Filtering of the Speech Signal with ANNs
EUROSPEECH. Pages 111-114. 1993. [bibtex] [pdf] [abstract] |