3d Face Processing: Modeling, Analysis and Synthesis
3d Face Processing: Modeling, Analysis and Synthesis (The Kluwer International Series in Video Computing) ZHEN WEN, Thomas S. Huang,
Publisher: Kluwer Academic Publishers
ISBN: 1402080476
Edition: Hardcover; 2004-10-30
Summary:
This monograph is an essential reference for both academic and
professional researchers working in the fields of computer vision,
surveillance, HCI, image processing, and modeling. The human face
provides important visual cues for human-human communication and
human-computer interaction (HCI). With the advances in new
information techniques and media, 3D face processing techniques will
help an intelligent HCI system interpret and deliver more natural
multimedia information related to human faces. 3D Face Processing:
Modeling, Analysis and Synthesis introduces the frontiers of 3D face
processing techniques. It reviews existing 3D face processing
techniques, including techniques for 3D face geometry modeling; 3D
face motion modeling; and 3D face motion tracking and animation. Then
it discusses a unified framework for face modeling, analysis and
synthesis. In this framework, the authors present new methods for
modeling complex natural facial motion, as well as face appearance
variations due to illumination and subtle motion. Then the authors
apply the framework to face tracking, expression recognition and face
avatar for HCI interface. They conclude this book with comments on
future work in the 3D face processing framework. 3D Face Processing:
Modeling, Analysis and Synthesis will interest those working in face
processing for intelligent human computer interaction and video
surveillance. It contains a comprehensive survey on existing face
processing techniques, which can serve as a reference for students
and researchers. It also covers in-depth discussion on face motion
analysis and synthesis algorithms, which will benefit more advanced
graduate students and researchers.
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