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Prof. Dr. Bernd Radig is principal researcher and member of the executive board of the Cluster of Excellence >Cognition for Technical Systems (CoTeSys)< (since 2006) and Full Professor for Image Understanding and Knowledge Based Systems, Fakultaet fuer Informatik, TU Muenchen (1986-2009). He was chairman and founder of the Association of Bavarian Research Cooperations (1993-2007), a unique network of scientists, specialising in challenging disciplines in accordance with the Bavarian companies. 1988 he founded together with colleagues from Univ. Erlangen and Univ. Passau and support from Bavarian enterprises the Bavarian Research Centre for Knowledge Based Systems (FORWISS), an institute common to the three universities. He holds the German Order of Merit (1992) and the award >Pro Meritis Scientiae et Litterarum< of the State of Bavaria (2002). His current activities are in real-time image sequence understanding for applications in robotics, sports or driver assistance systems.
Learning from Humans -- Cognition-enabled Computational Models of Everyday Activity , In Künstliche Intelligenz, Springer, 2010. [bib] |
Adjusted Pixel Features for Facial Component Classification , In Image and Vision Computing Journal, 2009.() [bib] |
Recognizing Facial Expressions Using Model-based Image Interpretation , In Advances in Human-Computer Interaction (Shane Pinder, ed.), I-Tech, volume 1, 2008. [bib] |
Learning Local Objective Functions for Robust Face Model Fitting , In IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), IEEE Computer Society, volume 30, 2008. [bib] [doi] |
Adaptive Skin Color Classificator , In ICGST International Journal on Graphics, Vision and Image Processing, volume Special Issue on Biometrics, 2006. [bib] [pdf] |
The AGILO Robot Soccer Team -- Experience-based Learning and Probabilistic Reasoning in Autonomous Robot Control , In Autonomous Robots, volume 17, 2004. [bib] [pdf] |
Cooperative Probabilistic State Estimation for Vision-based Autonomous Mobile Robots , In IEEE Transactions on Robotics and Automation, volume 18, 2002. [bib] [pdf] |
Learning Displacement Experts from Multi-band Images for Face Model Fitting , In International Conference on Advances in Computer-Human Interaction, 2011. [bib] |
Improving Aspects of Empathy and Subjective Performance for HRI through Mirroring Facial Expressions , In Proceedings of the 19th IEEE International Symposium on Robot and Human Interactive Communication, 2011. [bib] |
Real-Time Face and Gesture Analysis for Human-Robot Interaction , In Real-Time Image and Video Processing 2010, volume , 2010.(invited paper) [bib] |
Mirror my emotions! Combining facial expression analysis and synthesis on a robot , In The Thirty Sixth Annual Convention of the Society for the Study of Artificial Intelligence and Simulation of Behaviour (AISB2010), volume , 2010.() [bib] |
Towards robotic facial mimicry: system development and evaluation , In Proceedings of the 19th IEEE International Symposium on Robot and Human Interactive Communication, volume , 2010.() [bib] |
A Distributed Many-Camera System for Multi-Person Tracking , In Proceedings of the First International Joint Conference on Ambient Intelligence (AmI 2010) (R. Wichert, B. de Ruyter, eds.), Springer Lecture Notes in Computer Science, 2010. [bib] |
Image Normalization for Face Recognition using 3D Model , In International Conference of Information and Communication Technologies, Karachi, Pakistan, IEEE, volume , 2009.() [bib] [pdf] |
A Model Based approach for Expression Invariant Face Recognition , In 3rd International Conference on Biometrics, Alghero Italy, Springer, volume , 2009.() [bib] [pdf] |
Multi-Feature Fusion in Advanced Robotics Applications , In Internaional Conference on Frontier of Information Technology, ACM, volume , 2009.() [bib] [pdf] |
Facial Expressions Recognition from Image Sequences , In 2nd International Conference on Cross-Modal Analysis of Speech, Gestures, Gaze and Facial Expressions, Prague, Czech Republic, Springer, volume , 2009.() [bib] [pdf] |
Model Based Analysis of Face Images for Facial Feature Extraction , In Computer Analysis of Images and Patterns, Munster, Germany, Springer, volume , 2009.() [bib] [pdf] |
3D Model for Face Recognition across Facial Expressions , In Biometric ID Management and Multimodal Communication, Madrid, Spain, Springer, volume , 2009.() [bib] |
A Unified Features Approach to Human Face Image Analysis and Interpretation , In Affective Computing and Intelligent Interaction, Amsterdam, Netherlands, IEEE, volume , 2009.(Doctoral Consortium Paper) [bib] [pdf] |
Facial Expression Recognition with 3D Deformable Models , In Proceedings of the 2nd International Conference on Advancements Computer-Human Interaction (ACHI), Springer, volume , 2009.(Best Paper Award) [bib] |
Did I Get it Right: Head Gesture Analysis for Human-Machine Interaction , In Human-Computer Interaction. Novel Interaction Methods and Techniques, Springer, volume , 2009.() [bib] |
Tailoring Model-based Techniques for Facial Expression Interpretation , In The First International Conference on Advances in Computer-Human Interaction (ACHI08), 2008. [bib] [pdf] |
Robustly Classifying Facial Components Using a Set of Adjusted Pixel Features , In Proc. of the International Conference on Face and Gesture Recognition (FGR08), 2008. [bib] [pdf] |
Low-level Fusion of Audio and Video Feature for Multi-modal Emotion Recognition , In 3rd International Conference on Computer Vision Theory and Applications (VISAPP), volume 2, 2008. [bib] [pdf] |
An ASM Fitting Method Based on Machine Learning that Provides a Robust Parameter Initialization for AAM Fitting , In Proc. of the International Conference on Automatic Face and Gesture Recognition (FGR08), 2008. [bib] [pdf] |
Model Based Face Recognition Across Facial Expressions , In Journal of Information and Communication Technology, 2008. [bib] [pdf] |
Shape Invariant Recognition of Segmented Human Faces using Eigenfaces , In Proceedings of the 12th International Multitopic Conference, IEEE, 2008. [bib] [pdf] |
Face Model Fitting with Generic, Group-specific, and Person-specific Objective Functions , In 3rd International Conference on Computer Vision Theory and Applications (VISAPP), volume 2, 2008. [bib] [pdf] |
A Real Time System for Model-based Interpretation of the Dynamics of Facial Expressions , In Proc. of the International Conference on Automatic Face and Gesture Recognition (FGR08), 2008. [bib] [pdf] |
The Assistive Kitchen -- A Demonstration Scenario for Cognitive Technical Systems , In IEEE 17th International Symposium on Robot and Human Interactive Communication (RO-MAN), Muenchen, Germany, 2008.(Invited paper.) [bib] [pdf] |
SIPBILD -- Mimik- und Gestikerkennung in der Mensch-Maschine-Schnittstelle , In Beiträge der 37. Jahrestagung der Gesellschaft für Informatik (GI), volume 1, 2007. [bib] [pdf] |
Learning Robust Objective Functions with Application to Face Model Fitting , In Proceedings of the 29th DAGM Symposium, volume 1, 2007. [bib] [pdf] |
Initial Pose Estimation for 3D Models Using Learned Objective Functions , In Proceedings of the 8th Asian Conference on Computer Vision (ACCV07) (Yasushi Yagi, Sing Bing Kang, In So Kweon, Hongbin Zha, eds.), Springer, volume 4844, 2007. [bib] [pdf] |
Automatically Learning the Objective Function for Model Fitting , In Proceedings of the Meeting in Image Recognition and Understanding (MIRU), 2007. [bib] [pdf] |
Audiovisual Behavior Modeling by Combined Feature Spaces , In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), volume 2, 2007. [bib] |
Learning Robust Objective Functions for Model Fitting in Image Understanding Applications , In Proceedings of the 17th British Machine Vision Conference (BMVC) (Michael J. Chantler, Emanuel Trucco, Robert B. Fisher, eds.), BMVA, volume 3, 2006. [bib] [pdf] |
A Person and Context Specific Approach for Skin Color Classification , In Procedings of the 18th International Conference of Pattern Recognition (ICPR 2006), IEEE Computer Society, volume 2, 2006. [bib] [pdf] |
Adaptive Skin Color Classificator , In Proceedings of the first International Conference on Graphics, Vision and Image Processing (Ashraf Aboshosha et al., ed.), ICGST, volume I, 2005. [bib] [pdf] |
Sensor-based Situated, Individualized, and Personalized Interaction in Smart Environments , In INFORMATIK 2005 - Informatik LIVE! Band 1, Beiträge der 35. Jahrestagung der Gesellschaft für Informatik (GI) (Armin B. Cremers, Rainer Manthey, Peter Martini, Volker Steinhage, eds.), GI, volume 67, 2005. [bib] [pdf] |
Detection and Classification of Gateways for the Acquisition of Structured Robot Maps , In Proc. of 26th Pattern Recognition Symposium (DAGM), Tübingen/Germany, 2004. [bib] [pdf] |
The AGILO Autonomous Robot Soccer Team: Computational Principles, Experiences, and Perspectives , In International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS) 2002, 2002. [bib] [pdf] |
Kontextunterstützte Analyse von Szenen mit bewegten Objekten. , In Digital Bildverarbeitung - Digital Image Processing, GI/NTG Fachtagung, München, 28.-30. März 1977 (Hans-Hellmut Nagel, ed.), Springer, 1977. [bib] |
Robustly Estimating the Color of Facial Components Using a Set of Adjusted Pixel Features , In 14. Workshop Farbbildverarbeitung, 2008. [bib] |
Recognizing Facial Expressions Using Model-based Image Interpretation , In Verbal and Nonverbal Communication Behaviours, COST Action 2102 International Workshop, 2008. [bib] |
Face Model Fitting based on Machine Learning from Multi-band Images of Facial Components , In Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment, held in conjunction with CVPR, 2008. [bib] [pdf] |
Are You Happy with Your First Name? , In Proceedings of the 3\textsuperscriptrd Workshop on Emotion and Computing: Current Research and Future Impact, 2008. [bib] |
Interpreting the Dynamics of Facial Expressions in Real Time Using Model-based Techniques , In Proceedings of the 3\textsuperscriptrd Workshop on Emotion and Computing: Current Research and Future Impact, 2008. [bib] |
Human Capabilities on Video-based Facial Expression Recognition , In Proceedings of the 2nd Workshop on Emotion and Computing -- Current Research and Future Impact (Dirk Reichardt, Paul Levi, eds.), 2007. [bib] [pdf] |
Estimating Natural Activity by Fitting 3D Models via Learned Objective Functions , In Workshop on Vision, Modeling, and Visualization (VMV), volume 1, 2007. [bib] [pdf] |
Enabling Users to Guide the Design of Robust Model Fitting Algorithms , In Workshop on Interactive Computer Vision, held in conjunction with ICCV 2007, Omnipress, 2007. [bib] [pdf] |
Multi Joint Action in CoTeSys --- Setup and Challenges , Technical report, CoTeSys Cluster of Excelence: Technische Universität München & Ludwig-Maximilians-Universität München, 2010. [bib] |