Cover image for Hidden Markov models : applications in computer vision
Title:
Hidden Markov models : applications in computer vision
Series:
Series in machine perception and artificial intelligence ; 45
Publication Information:
Singapore : World Scientific Publishing Company, 2001
ISBN:
9789810245641

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30000010129629 TA1634 H52 2001 Open Access Book Book
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Summary

Summary

Hidden Markov models (HMMs) originally emerged in the domain of speech recognition. In recent years, they have attracted growing interest in the area of computer vision as well. This book is a collection of articles on new developments in the theory of HMMs and their application in computer vision. It addresses topics such as handwriting recognition, shape recognition, face and gesture recognition, tracking, and image database retrieval.This book is also published as a special issue of the International Journal of Pattern Recognition and Artificial Intelligence (February 2001).