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Full Description
Human faces are familiar to our visual systems. We easily recognize a person's face in arbitrary lighting conditions and in a variety of poses; detect small appearance changes; and notice subtle expression details. Can computer vision systems process face images as well as human vision systems can? Face image processing has potential applications in surveillance, image and video search, social networking and other domains. A comprehensive guide to this fascinating topic, this book provides a systematic description of modeling face geometry and appearance from images, including information on mathematical tools, physical concepts, image processing and computer vision techniques, and concrete prototype systems. The book will be an excellent reference for researchers and graduate students in computer vision, computer graphics and multimedia, as well as application developers who would like to gain a better understanding of the state of the art.
Contents
1. Introduction; Part I. Face Representations: 2. Shape models; 3. Appearance models; Part II. Face Modeling: 4. Shape modeling with active sensors; 5. Shape modeling from images; 6. Appearance modeling; 7. Joint shape and appearance modeling; Part III. Applications: 8. Face animation; 9. Appearance editing; 10. Model-based tracking and gaze correction; 11. Human-computer interaction.
