IEEE International Workshop on Analysis and Modeling of Faces and Gestures AMFG 2003

Transcription

1 IEEE International Workshop on Analysis and Modeling of Faces and Gestures AMFG October 2003 Nice, France Los Alamitos, California Washington Brussels Tokyo

2 Copyright 2003 by The Institute of Electrical and Electronics Engineers, Inc. All rights reserved Copyright and Reprint Permissions: Abstracting is permitted with credit to the source. Libraries may photocopy beyond the limits of US copyright law, for private use of patrons, those articles in this volume that carry a code at the bottom of the first page, provided that the per-copy fee indicated in the code is paid through the Copyright Clearance Center, 222 Rosewood Drive, Danvers, MA Other copying, reprint, or republication requests should be addressed to: IEEE Copyrights Manager, IEEE Service Center, 445 Hoes Lane, P.O. Box 133, Piscataway, NJ The papers in this book comprise the proceedings of the meeting mentioned on the cover and title page. They reflect the authors opinions and, in the interests of timely dissemination, are published as presented and without change. Their inclusion in this publication does not necessarily constitute endorsement by the editors, the IEEE Computer Society, or the Institute of Electrical and Electronics Engineers, Inc. IEEE Computer Society Order Number PR02010 ISBN Library of Congress Additional copies may be ordered from: IEEE Computer Society IEEE Service Center IEEE Computer Society Customer Service Center 445 Hoes Lane Asia/Pacific Office Los Vaqueros Circle P.O. Box 1331 Watanabe Bldg., P.O. Box 3014 Piscataway, NJ Minami-Aoyama Los Alamitos, CA Tel: Minato-ku, Tokyo Tel: Fax: JAPAN Fax: Tel: csbooks@computer.org customer-service@ieee.org Fax: tokyo.ofc@computer.org Individual paper REPRINTS may be ordered at: reprints@computer.org Editorial production by Deeber Azada Cover art production by Joe Daigle/Studio Productions Printed in the United States of America by The Printing House

3 Table of Contents IEEE International Workshop on Analysis and Modeling of Faces and Gestures AMFG 2003 Message from the Conference Organizers...viii Committees...ix Oral Sessions Face I Invited Talk: Facing the Future... 4 S. Pentland Discriminant Analysis of Stochastic Models and its Application to Face Recognition... 5 L. Chen and H. Man Rank Constrained Recognition Under Unknown Illuminations S. Zhou and R. Chellappa Face II Model-Based 3D Face Capture with Shape-from-Silhouettes B. Moghaddam, J. Lee, H. Pfister, and R. Machiraju Manifold of Facial Expression Y. Chang, C. Hu, and M. Turk Human Recognition of Familiar and Unfamiliar People in Naturalistic Video D. Roark, A. O'Toole, and H. Abdi Face III Invited Talk: Face Recognition Vendor Test J. Phillips, P. Grother, R. Micheals, D. Blackburn, E. Tabassi, and M. Bone Pose Estimation Using 3D View-Based Eigenspaces L.-P. Morency, P. Sundberg, and T. Darrell Is Face Recognition in Pictures Affected by the Center of Projection? C. Liu Gesture Probabilistic Tracking and Recognition of Non-Rigid Hand Motion H. Fei and I. Reid

4 Boosted Audio-Visual HMM for Speech Reading P. Yin, I. Essa, and J. Rehg Inference of Human Postures by Classification of 3D Human Body Shape I. Cohen and H. Li Poster Sessions Sequential Monte Carlo Tracking of Body Parameters in a Sub-Space T. Moeslund and E. Granum Absolute Head Pose Estimation from Overhead Wide-Angle Cameras Y.-L. Tian, L. Brown, J. Connell, S. Pankanti, A. Hampapur, A. Senior, and R. Bolle Using Similarity Scores from a Small Gallery to Estimate Recognition Performance for Larger Galleries A. Johnson, J. Sun, and A. Bobick Illumination Modeling and Normalization for Face Recognition H. Wang, S. Li, Y. Wang, and W. Zhang Human Body Tracking with Auxiliary Measurements M. Lee and I. Cohen Component-based LDA Method for Face Recognition with One Training Sample J. Huang, P. Yuen, W.-S. Chen, and J. Lai PCA-Based Face Recognition in Infrared Imagery: Baseline and Comparative Studies X. Chen, P. Flynn, and K. Bowyer Multi-Modal Face Tracking Using Bayesian Network F. Liu, X. Lin, S. Li, and Y. Shi Shape and Appearance Models of Talking Faces for Model-based Tracking M. Odisio and G. Bailly Advances in Component Based Face Detection S. Bileschi and B. Heisele Illumination Normalization for Robust Face Recognition against Varying Lighting Conditions S. Shan, W. Gao, B. Cao, and D. Zhao Automatic Face Classifications by Self-Organization for Face Recognition Y. Sato, I. Yoda, and K. Sakaue Efficient Active Appearance Model for Real-Time Head and Facial Feature Tracking F. Dornaika and J. Ahlberg

5 Extraction of 3D Hand Shape and Posture from Image Sequences for Sign Language Recognition H. Fillbrandt, S. Akyol, and K.-F. Kraiss Multi-Modal 2D and 3D Biometrics for Face Recognition K. Chang, K. Bowyer, and P. Flynn Fully Automatic Upper Facial Action Recognition A. Kapoor, Y. Qi, and R. Picard Head Pose Estimation Using Fisher Manifold Learning L. Chen, L. Zhang, Y. Hu, M. Li, and H. Zhang Iris Tracking with Feature Free Contours D. Hansen and A. Pece Real-Time View-Based Face Alignment Using Active Wavelet Networks C. Hu, R. Feris and M. Turk A Quantified Study of Facial Asymmetry in 3D Faces Y. Liu and J. Palmer Demo Session Face Modeling and Recognition in 3-D G. Medioni and R. Waupotitsch Avoiding Replay-Attacks in a Face Recognition System Using Head-Pose Estimation R. Frischholz and A. Werner CSLDS: Chinese Sign Language Dialog System Y. Chen, W. Gao, G. Fang, C. Yang, and Z. Wang Author Index