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Scientific publications of Dr. Matthias Wimmer

by Publication Typeby Dateby First Author

BookBook ChapterJournalAward WinnerRefereed Conference PaperRefereed Workshop PaperPhD Thesis


Book

  • Matthias Wimmer. Future User Interfaces Enhanced by Facial Expression Recognition - Interpreting Human Faces with Model-based Techniques, VDM, Verlag Dr. Müller, March 2008. ISBN 978-3-8364-6928-9
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Book Chapter

  • Matthias Wimmer, Zahid Riaz, Christoph Mayer, and Bernd Radig. Recognizing Facial Expressions Using Model-based Image Interpretation. Advances in Human-Computer Interaction, 1:587–600, I-Tech, October 2008.
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Journal

  • Zahid Riaz, Christoph Mayer, Matthias Wimmer, and Bernd Radig. Model Based Face Recognition Across Facial Expressions. In Journal of Information and Communication Technology, , , December 2008.
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  • Matthias Wimmer, Freek Stulp, Sylvia Pietzsch, and Bernd Radig. Learning Local Objective Functions for Robust Face Model Fitting. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 30(8):1357–1370, IEEE Computer Society, Los Alamitos, CA, USA, 2008.
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  • Matthias Wimmer and Bernd Radig. Adaptive Skin Color Classificator. ICGST International Journal on Graphics, Vision and Image Processing, Special Issue on Biometrics, 2006.
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  • Matthias Wimmer and Simone Hämmerle. Bitte recht freundlich. Journal: Zukunft im Brennpunkt, 5:35–38, Arbeitsgemeinschaft der Bayerischen Forschungsverbünde, December 2006.
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Award Winner

  • Christoph Mayer, Matthias Wimmer, Martin Eggers, and Bernd Radig. Facial Expression Recognition with 3D Deformable Models. In Advanced Computer-Human Interaction (ACHI), pages , Springer, 2009. Best Paper Award
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Refereed Conference Paper

  • Christoph Mayer, Matthias Wimmer, Martin Eggers, and Bernd Radig. Facial Expression Recognition with 3D Deformable Models. In Advanced Computer-Human Interaction (ACHI), pages , Springer, 2009. Best Paper Award
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  • Zahid Riaz, Christoph Mayer, Matthias Wimmer, Michael Beetz, and Bernd Radig. A Model Based approach for Expression Invariant Face Recognition. In IAPR, pages , Springer, 2009. to appear
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  • Matthias Wimmer, Christoph Mayer, and Bernd Radig. Recognizing Facial Expressions Using Model-Based Image Interpretation. In Multimodal Signals: Cognitive and Algorithmic Issues, COST Action 2102 and euCognition International School Vietri sul Mare, Italy, April 21-26, 2008, Revised Selected and Invited Papers, pages 328–339, Springer, 2009.
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  • Christoph Mayer, Matthias Wimmer, Freek Stulp, Zahid Riaz, Anton Roth, Martin Eggers, and Bernd Radig. 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), Amsterdam, Netherlands, September 2008.
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  • Sylvia Pietzsch, Matthias Wimmer, Freek Stulp, and Bernd Radig. Face Model Fitting with Generic, Group-specific, and Person-specific Objective Functions. In 3rd International Conference on Computer Vision Theory and Applications (VISAPP), pages 5–12, Madeira, Portugal, January 2008.
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  • Björn Schuller, Matthias Wimmer, Lorenz Mösenlechner, Christian Kern, and Gerhard Rigoll. Brute-Forcing Hierarchical Functionals for Paralinguistics: a Waste of Feature Space?. In Proceedings of ICASSP 2008, Las Vegas, Nevada, USA, April 2008.
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  • Björn Schuller, Matthias Wimmer, Dejan Arsic, Tobias Moosmayr, and Gerhard Rigoll. Detection of Security Related Affect and Behaviour in Passenger Transport. In Proc. of the 9th INTERSPEECH, ISCA, ASSTA, Brisbane, Australia, September 2008.
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  • Matthias Wimmer, Christoph Mayer, Sylvia Pietzsch, and Bernd Radig. Tailoring Model-based Techniques for Facial Expression Interpretation. In The First International Conference on Advances in Computer-Human Interaction (ACHI08), Sainte Luce, Martinique, February 2008.
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  • Matthias Wimmer, Björn Schuller, Dejan Arsic, Bernd Radig, and Gerhard Rigoll. Low-level Fusion of Audio and Video Feature for Multi-modal Emotion Recognition. In 3rd International Conference on Computer Vision Theory and Applications (VISAPP), pages 145–151, Madeira, Portugal, January 2008.
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  • Matthias Wimmer, Christoph Mayer, and Bernd Radig. Robustly Classifying Facial Components Using a Set of Adjusted Pixel Features. In Proc. of the International Conference on Face and Gesture Recognition (FGR08), Amsterdam, Netherlands, September 2008.
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  • Matthias Wimmer, Shinya Fujie, Freek Stulp, Tetsunori Kobayashi, and Bernd Radig. 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), Amsterdam, Netherlands, September 2008.
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  • Björn Schuller, Matthias Wimmer, Dejan Arsic, Gerhard Rigoll, and Bernd Radig. Audiovisual Behavior Modeling by Combined Feature Spaces. In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 733–736, Honolulu, Hawaii, USA, April 2007.
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  • R. Schultz, K. Oertel, Christian Peter, Matthias Wimmer, Jörg Voskamp, and B. Urban. Emotionale Aspekte in Produktevaluationen. In 2. Kongress Multimediatechnik, Wismar, Germany, October 2007.
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  • Matthias Wimmer, Bernd Radig, and Christoph Mayer. SIPBILD - Mimik- und Gestikerkennung in der Mensch-Maschine-Schnittstelle. In Beiträge der 37. Jahrestagung der Gesellschaft für Informatik (GI), pages 271–274, Bremen, Germany, September 2007.
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  • Matthias Wimmer, Sylvia Pietzsch, Freek Stulp, and Bernd Radig. Learning Robust Objective Functions with Application to Face Model Fitting. In Proceedings of the 29th DAGM Symposium, pages 486–496, Heidelberg, Germany, September 2007.
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  • Matthias Wimmer and Bernd Radig. Automatically Learning the Objective Function for Model Fitting. In Proceedings of the Meeting in Image Recognition and Understanding (MIRU), Hiroshima, Japan, July 2007.
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  • Matthias Wimmer and Bernd Radig. Initial Pose Estimation for 3D Models Using Learned Objective Functions. In Proceedings of the 8th Asian Conference on Computer Vision (ACCV07), pages 332–341, Springer, Tokyo, Japan, November 2007.
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  • Matthias Wimmer, Freek Stulp, Stephan Tschechne, and Bernd Radig. Learning Robust Objective Functions for Model Fitting in Image Understanding Applications. In Proceedings of the 17th British Machine Vision Conference (BMVC), pages 1159–1168, BMVA, Edinburgh, UK, September 2006.
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  • Matthias Wimmer, Bernd Radig, and Michael Beetz. A Person and Context Specific Approach for Skin Color Classification. In Procedings of the 18th International Conference of Pattern Recognition (ICPR 2006), pages 39–42, IEEE Computer Society, Los Alamitos, CA, USA, August 2006.
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  • Simone Hämmerle, Matthias Wimmer, Bernd Radig, and Michael Beetz. 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), pages 261–265, GI, Bonn, Germany, September 2005.
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  • Matthias Wimmer and Bernd Radig. Adaptive Skin Color Classificator. In Proceedings of the first International Conference on Graphics, Vision and Image Processing, pages 324–327, ICGST, Cairo, Egypt, December 2005.
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Refereed Workshop Paper

  • Christoph Mayer, Matthias Wimmer, Freek Stulp, Zahid Riaz, Anton Roth, Martin Eggers, and Bernd Radig. Interpreting the Dynamics of Facial Expressions in Real Time Using Model-based Techniques. In Proceedings of the 3rd Workshop on Emotion and Computing: Current Research and Future Impact, pages 45–46, Kaiserslautern, Germany, September 2008.
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  • Matthias Wimmer, Christoph Mayer, Freek Stulp, and Bernd Radig. 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, Anchorage, AK, USA, June 2008.
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  • Matthias Wimmer, Bruce A. MacDonald, Dinuka Jayamuni, and Arpit Yadav. Facial Expression Recognition for Human-robot Interaction - A Prototype. In 2nd Workshop Robot Vision. Lecture Notes in Computer Science., pages 139–152, Springer, Auckland, New Zealand, February 2008.
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  • Matthias Wimmer, Christoph Mayer, Martin Eggers, and Bernd Radig. Are You Happy with Your First Name?. In Proceedings of the 3rd Workshop on Emotion and Computing: Current Research and Future Impact, pages 23–29, Kaiserslautern, Germany, September 2008.
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  • Matthias Wimmer, Sylvia Pietzsch, Christoph Mayer, and Bernd Radig. Robustly Estimating the Color of Facial Components Using a Set of Adjusted Pixel Features. In 14. Workshop Farbbildverarbeitung, pages 85–96, Aachen, Germany, October 2008.
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  • Martin A. Tischler, Christian Peter, Matthias Wimmer, and Jörg Voskamp. Application of emotion recognition methods in automotive research. In Proceedings of the 2nd Workshop on Emotion and Computing - Current Research and Future Impact, pages 50–55, Oldenburg, Germany, September 2007.
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  • Matthias Wimmer, Ursula Zucker, and Bernd Radig. Human Capabilities on Video-based Facial Expression Recognition. In Proceedings of the 2nd Workshop on Emotion and Computing - Current Research and Future Impact, pages 7–10, Osnabrück, Germany, September 2007.
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  • Matthias Wimmer, Christoph Mayer, Freek Stulp, and Bernd Radig. Estimating Natural Activity by Fitting 3D Models via Learned Objective Functions. In Workshop on Vision, Modeling, and Visualization (VMV), pages 233–241, Saarbrücken, Germany, November 2007.
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  • Matthias Wimmer, Freek Stulp, and Bernd Radig. Enabling Users to Guide the Design of Robust Model Fitting Algorithms. In Workshop on Interactive Computer Vision, held in conjunction with ICCV 2007, pages 28, Omnipress, Rio de Janeiro, Brazil, October 2007.
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  • Stefan Fischer, Sven Döring, Matthias Wimmer, and Antonia Krummheuer. Experiences with an Emotional Sales Agent. In Affective Dialogue Systems, pages 309–312, Springer, Kloster Irsee, Germany, June 2004.
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PhD Thesis

  • Matthias Wimmer. Model-based Image Interpretation with Application to Facial Expression Recognition. Ph.D. Thesis, Technische Universitat München, Institute for Informatics, 2007.
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