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Hidden Markov Models: Applications In Computer Vision is written by Horst Bunke and published by World Scientific. It's available with International Standard Book Number or ISBN identification 9814491470 (ISBN 10) and 9789814491471 (ISBN 13).
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).