Description: Image Segmentation and Compression Using Hidden Markov Models, Hardcover by Li, Jia (EDT); Gray, Robert M. (EDT), ISBN 0792378997, ISBN-13 9780792378990, Brand New, Free shipping in the US Much of the material here has appeared or will appear as journal articles or conference proceedings, but Li (Pennsylvania State U.) and Gray (Stanford U.) wanted to make the methods, algorithms, and results accessible outside a small circle of specialists. They explain a new algorithm for dividing an image into its constituent parts that models the statistical dependence among image blocks by two-dimensional hidden Markov models, deriving formulas from the general EM algorithm for estimating the model according to the maximum likelihood criterion. They also look at the design of joint compression and classification systems using the same model and vector quantization. Annotation c. Book News, Inc., Portland, OR ()
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Book Title: Image Segmentation and Compression Using Hidden Markov Models
Author: Li, Jia (EDT); Gray, Robert M. (EDT)
Language: English