TY - BOOK ID - 77942777 TI - Hidden Markov models : applications in computer vision AU - Bunke, Horst. AU - Caelli, Terry. PY - 2001 SN - 9812797602 9789812797605 9789810245641 9810245645 PB - Singapore ; River Edge, NJ : World Scientific, DB - UniCat KW - Computer vision KW - Optical pattern recognition KW - Markov processes. KW - Analysis, Markov KW - Chains, Markov KW - Markoff processes KW - Markov analysis KW - Markov chains KW - Markov models KW - Models, Markov KW - Processes, Markov KW - Stochastic processes KW - Optical data processing KW - Pattern perception KW - Perceptrons KW - Visual discrimination KW - Machine vision KW - Vision, Computer KW - Artificial intelligence KW - Image processing KW - Pattern recognition systems KW - Mathematical models. UR - https://www.unicat.be/uniCat?func=search&query=sysid:77942777 AB - 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). ER -