2024
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An Automatic, Objective Method to Measure and Visualize Volumetric Changes in Patients with Facial Palsy during 3D Video Recordings [Abstract]
95. Jahresversammlung der Deutschen Gesellschaft fr Hals-Nasen-Ohren-Heilkunde, Kopf- und Hals-Chirurgie. 2024. (accepted) [bibtex] [abstract] |
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Measuring and Visualizing Volumetric Changes Before and After 10-Day Biofeedback Therapy in Patients with Synkinetic Facial Palsy Using 3D Video Recordings [Abstract]
Congress of the Confederation of European ORL-HNS. 2024. (accepted) [bibtex] [abstract] |
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Reducing the Gap Between Mimics and Muscles by Enabling Facial Feature Analysis during sEMG Recordings [Abstract]
Congress of the Confederation of European ORL-HNS. 2024. (accepted) [bibtex] [abstract] |
2023
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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] |
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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] |
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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] |
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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] |
2022
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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] |
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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] |
2021
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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] |
2020
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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] |
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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] |
2019
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Automatically Estimating Forestal Characteristics in 3D Point Clouds using Deep Learning
iDiv Annual Conference. 2019. Poster [bibtex] [web] [abstract] |
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Automated Polyp Differentiation on Coloscopic Data using Semantic Segmentation with CNNs
Endoscopy. 51 (04): pages 4. 2019. [bibtex] [web] [abstract] |
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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] |
2018
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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] |
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Automated MRI Volumetry of the Olfactory Bulb
Laryngo-Rhino-Otologie. 97 (S02): pages 36. 2018. [bibtex] [web] [abstract] |
2017
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Predicting Carbon Dioxide and Energy Fluxes with Empirical Approaches in FLUXNET
European Geosciences Union General Assembly (EGU): Abstract + Poster Presentation. 2017. [bibtex] [pdf] [web] |
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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] |
2016
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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] |
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Neither Quick Nor Proper -- Evaluation of QuickProp for Learning Deep Neural Networks
2016. Technical Report TR-FSU-INF-CV-2016-01 [bibtex] [pdf] [abstract] |
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Predicting Carbon Dioxide and Energy Fluxes Across Global FLUXNET Sites with Regression Algorithms
Biogeosciences. 13 (14): pages 4291-4313. 2016. [bibtex] [web] [abstract] |
2015
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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] |
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Efficient Convolutional Patch Networks for Scene Understanding
CVPR Workshop on Scene Understanding (CVPR-WS). 2015. Poster presentation and extended abstract [bibtex] [pdf] [abstract] |
2014
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An ensemble of global high-resolution products of energy fluxes over land
International Scientific Conference on the Global Water and Energy Cycle (GEWEX). 2014. Poster [bibtex] [abstract] |
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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] |