Major strides have been made in face processing in the last ten years due to the fast growing need for security in various locations around the globe. A human eye can discern the details of a specific face with relative ease. It is this level of detail that researchers are striving to create with ever evolving computer technologies that will become our perfect mechanical eyes. The difficulty that confronts researchers stems from turning a 3D object into a 2D image. That subject is covered in depth from several different perspectives in this volume. This book begins with a comprehensive introductory chapter for those who are new to the field. A compendium of articles follows that is divided into three sections. The first covers basic aspects of face processing from human to computer. The second deals with face modeling from computational and physiological points of view. The third tackles the advanced methods, which include illumination, pose, expression, and more. Editors Zhao and Chellappa have compiled a concise and necessary text for industrial research scientists, students, and professionals working in the area of image and signal processing. *Contributions from over 35 leading experts in face detection, recognition and image processing *Over 150 informative images with 16 images in FULL COLOR illustrate and offer insight into the most up-to-date advanced face processing methods and techniques *Extensive detail makes this a need-to-own book for all involved with image and signal processingthat show up in the joint distribution of pixels are separated out into the marginal distributions of PCA coefficients. ... variables and the images as outcomes1 Matlab code for the ICA representations is available at http://mplab.ucsd.edu/- marni.
|Title||:||Face Processing: Advanced Modeling and Methods|
|Author||:||Wenyi Zhao, Rama Chellappa|
|Publisher||:||Academic Press - 2011-07-28|