Visual Speech Recognition

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Overview

The unique research area of audio-visual speech recognition has attracted much interest in recent years as visual information about lip dynamics has been shown to improve the performance of automatic speech recognition systems, especially in noisy environments.

Visual Speech Recognition: Lip Segmentation and Mapping presents an up-to-date account of research done in the areas of lip segmentation, visual speech recognition, and speaker identification and verification. A useful reference for researchers working in this field, this book contains the latest research results from renowned experts with in-depth discussion on topics such as visual speaker authentication, lip modeling, and systematic evaluation of lip features.

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Product Details

  • ISBN-13: 9781605661865
  • Publisher: IGI Global
  • Publication date: 4/27/2011
  • Pages: 574
  • Product dimensions: 8.60 (w) x 11.20 (h) x 1.30 (d)

Table of Contents

Sect. I Introduction and Survey

Ch. I Audio-Visual and Visual-Only Speech and Speaker Recognition: Issues about Theory, System Design, and Implementation Derek J. Shiell Shiell, Derek J. Louis H. Terry Terry, Louis H. Petar Aleksic Aleksic, Petar Aggelos K. Katsaggelos Katsaggelos, Aggelos K. 1

Ch. II Lip Feature Extraction and Feature Evaluation in the Context of Speech and Speaker Recognition Petar Aleksic Aleksic, Petar Aggelos K. Katsaggelos Katsaggelos, Aggelos K. 39

Ch. III Lip Modelling and Segmentation A. Caplier Caplier, A. S. Stillittano Stillittano, S. C. Bouvier Bouvier, C. P. Y. Coulon Coulon, P. Y. 70

Ch. IV Visual Speech and Gesture Coding Using the MPEG-4 Face and Body Animation Standard Eric Petajan Petajan, Eric 128

Sect. II Lip Modeling, Segmentation, and Feature Extraction

Ch. V Lip Region Segmentation with Complex Background Shilin Wang Wang, Shilin Alan Wee-Chung Liew Liew, Alan Wee-Chung Wing Hong Lau Lau, Wing Hong Shu Hung Leung Shu, Hung Leung 150

Ch. VI Lip Contour Extraction from Video Sequences under Natural Lighting Conditions Marc Lievin Lievin, Marc Patrice Delmas Delmas, Patrice Jason James James, Jason Georgy Gimel'farb Gimel'farb, Georgy 172

Ch. VII 3D Lip Shape SPH Based Evolution Using Prior 2D Dynamic Lip Features Extraction and Static 3D Lip Measurements Alfonso Gastelum Gastelum, Alfonso Patrice Delmas Delmas, Patrice Jorge Marquez Marquez, Jorge Alexander Woodward Woodward, Alexander Jason James James, Jason Marc Lievin Lievin, Marc Georgy Gimel'farb Gimel'farb, Georgy 213

Ch. VIII How to Use Manual Labelers in the Evaluation of Lip Analysis Systems? Shafiq ur Rehman Rehman, Shafiq ur Li Liu Li, Liu Haibo Li Li, Haibo239

Sect. III Visual Speech Recognition

Ch. IX Visual Speech Processing and Recognition Constantine Kotropoulos Kotropoulos, Constantine Ioannis Pitas Pitas, Ioannis 261

Ch. X Visual Speech Recognition Across Multiple Views Patrick Lucey Lucey, Patrick Gerasimos Potamianos Potamianos, Gerasimos Sridha Sridharan Sridharan, Sridha 294

Ch. XI Hidden Markov Model Based Visemes Recognition, Part I: AdaBoost Approach Say Wei Foo Foo, Say Wei Liang Dong Liang, Dong 326

Ch. XII Hidden Markov Model Based Visemes Recognition, Part II: Discriminative Approaches Say Wei Foo Foo, Say Wei Liang Dong Liang, Dong 356

Ch. XIII Motion Features for Visual Speech Recognition Wai Chee Yau Yau, Wai Chee Dinesh Kant Kumar Kumar, Dinesh Kant Hans Weghorn Weghorn, Hans 388

Ch. XIV Recognizing Prosody from the Lips: Is It Possible to Extract Prosodic Focus from Lip Features? Marion Dohen Dohen, Marion Helene Laevenbruck Laevenbruck, Helene Harold Hill Hill, Harold 416

Ch. XV Visual Speech Perception, Optical Phonetics, and Synthetic Speech Lynne E. Bernstein Bernstein, Lynne E. Jintao Jiang Jiang, Jintao 439

Sect. IV Visual Speaker Recognition

Ch. XVI Multimodal Speaker Identification Using Discriminative Lip Motion Features H. Ertan Cetingul Cetingul, H. Ertan Engin Erzin Erzin, Engin Yucel Yemez Yemez, Yucel A. Murat Murat, A. 463

Ch. XVII Lip Motion Features for Biometric Person Recognition Maycel Isaac Faraj Faraj, Maycel Isaac Josef Bigun Bigun, Josef 495

About the Contributors 533

Index 543

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