Analysis and Modeling of Faces and Gestures

1. Front Matter

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2. Oral - I

   1. Learning Personal Specific Facial Dynamics for Face Recognition from Videos

      • Abdenour Hadid, Matti Pietikäinen, Stan Z. Li

      Pages 1-15

   2. A New Probabilistic Model for Recognizing Signs with Systematic Modulations

      • Sylvie C. W. Ong, Surendra Ranganath

      Pages 16-30

   3. Model-Based Stereo with Occlusions

      • Fabiano Romeiro, Todd Zickler

      Pages 31-45

   4. View Invariant Head Recognition by Hybrid PCA Based Reconstruction

      • Qingquan Wu, Jezekiel Ben-Arie

      Pages 46-57

3. Poster - I

   1. Person-Independent Monocular Tracking of Face and Facial Actions with Multilinear Models

      • Yusuke Sugano, Yoichi Sato

      Pages 58-70

   2. Automatic Facial Expression Recognition Using Boosted Discriminatory Classifiers

      • Stephen Moore, Richard Bowden

      Pages 71-83

   3. Generating Body Surface Deformation Using Level Set Method

      • Satoru Morita

      Pages 84-95

   4. Patch-Based Pose Inference with a Mixture of Density Estimators

      • David Demirdjian, Raquel Urtasun

      Pages 96-108

   5. Integrating Multiple Visual Cues for Robust Real-Time 3D Face Tracking

      • Wei-Kai Liao, Douglas Fidaleo, Gérard Medioni

      Pages 109-123

   6. Model-Assisted 3D Face Reconstruction from Video

      • Douglas Fidaleo, Gérard Medioni

      Pages 124-138

   7. Human Perambulation as a Self Calibrating Biometric

      • Michela Goffredo, Nicholas Spencer, Daniel Pearce, John N. Carter, Mark S. Nixon

      Pages 139-153

4. Oral - II

   1. Detecting, Localizing and Classifying Visual Traits from Arbitrary Viewpoints Using Probabilistic Local Feature Modeling

      • Matthew Toews, Tal Arbel

      Pages 154-167

   2. Enhanced Local Texture Feature Sets for Face Recognition Under Difficult Lighting Conditions

      • Xiaoyang Tan, Bill Triggs

      Pages 168-182

   3. Structured Ordinal Features for Appearance-Based Object Representation

      • Shengcai Liao, Zhen Lei, Stan Z. Li, Xiaotong Yuan, Ran He

      Pages 183-192

   4. SODA-Boosting and Its Application to Gender Recognition

      • Xun Xu, Thomas S. Huang

      Pages 193-204

5. Poster - II

   1. Single Image Subspace for Face Recognition

      • Jun Liu, Songcan Chen, Zhi-Hua Zhou, Xiaoyang Tan

      Pages 205-219

   2. Human Face Processing with 1.5D Models

      • Ginés García-Mateos, Alberto Ruiz-Garcia, Pedro E. López-de-Teruel

      Pages 220-234

   3. Fusing Gabor and LBP Feature Sets for Kernel-Based Face Recognition

      • Xiaoyang Tan, Bill Triggs

      Pages 235-249

   4. A Unified Framework of Subspace and Distance Metric Learning for Face Recognition

      • Qingshan Liu, Dimitris N. Metaxas

      Pages 250-260

The 2007 IEEE International Workshop on Analysis and Modeling of Faces and Gestures(AMFG)isthethirdworkshopofitstypeorganizedinconjunctionwith ICCV, this time in Rio de Janeiro, Brazil. Our primary goal is to bring together researchersand research groupsto review the status of recognition, analysis and modeling of face, gesture, activity, and behavior; to discuss the challenges that we are facing; and to explore future directions. This year we received 55 submissions. Each paper was reviewed by three program committee members. The whole reviewing process was double blind. However,due to size limit, we were only able to accommodate 22 papers, among which 8 are orals and 14 are posters. The topics covered by these accepted papers include feature representation, 3D face, robust recognition under pose and illumination variations,video-basedface recognition,learning,facial motion analysis, body pose estimation, and sign recognition. A special word of thanks goes to Dr. Feng Zhao, our organizing chair, for his dedication and great e?orts in maintaining both the online submission system and workshop website and in handling most of the author contacts. We are indebted to the advisory committee members for their valuable suggestions and to the program committee members for their hard work and timely reviews. Finally, we thank Cognitec System GmbH and Siemens Corporate Research for their sponsorship. October 2007 S. Kevin Zhou Wen-Yi Zhao Xiaoou Tang Shaogang Gong Organization AMFG 2007 was held in conjunction with ICCV 2007. Workshop Chairs S. Kevin Zhou Siemens Corporate Research Wen-Yi Zhao Intuitive Surgical, Inc.

• 3D
• 3D modeling
• 3D vision
• Textur
• biometrics
• classification
• cognition
• computer vision
• face recognition
• holistic methods
• image analysis
• learning
• modeling
• motion analysis
• real-time
• algorithm analysis and problem complexity

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