Facial Analysis from Continuous Video with Applications to Human-Computer Interface / Edition 1

Facial Analysis from Continuous Video with Applications to Human-Computer Interface / Edition 1

by Antonio J. Colmenarez, Ziyou Xiong, T-S. Huang
     
 

ISBN-10: 1402078021

ISBN-13: 9781402078026

Pub. Date: 09/27/2007

Publisher: Springer US

Computer vision algorithms for the analysis of video data, is obtained from a camera aimed to the user of an interactive system. It's is potentially useful to enhance the interface between users and machines. These image sequences provide information from which machines can identify and keep track of their users, recognize their facial expressions, gestures and

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Overview

Computer vision algorithms for the analysis of video data, is obtained from a camera aimed to the user of an interactive system. It's is potentially useful to enhance the interface between users and machines. These image sequences provide information from which machines can identify and keep track of their users, recognize their facial expressions, gestures and complement other forms of human-computer interfaces. Facial Analysis from Continuous Video with Applications to Human Computer Interfaces will present a learning technique based on information-theoretic discrimination which is used to construct face and facial feature detectors. The book will also describe a real-time system for face and facial feature detection and tracking in continuous video. Lastly, this book will present a probabilistic framework for embedded face and facial expression recognition from image sequences. Facial Analysis from Continuous Video with Applications to Human Computer Interfaces is designed for a professional audience, composed of researchers and practitioners in industry. This book is also suitable as a secondary text for graduate-level students in computer science and engineering.

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Product Details

ISBN-13:
9781402078026
Publisher:
Springer US
Publication date:
09/27/2007
Series:
International Series on Biometrics, #2
Edition description:
2004
Pages:
134
Product dimensions:
6.10(w) x 9.25(h) x 0.02(d)

Table of Contents

List of Figures
List of Tables
Preface
Acknowledgments
1Introduction1
2Information-Based Maximum Discrimination5
3Face and Facial Feature Detection15
4Face and Facial Feature Tracking25
5Face and Facial Expression Recognition35
63-D Model-Based Image Communication43
7Implementations, Experiments and Results75
8Application in an Audio-Visual Person Recognition System117
9Conclusions121
Index133

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