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Stochastic Image Processing
Chee, Sun Won; Gray, Robert M.
€ 126.65
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Description for Stochastic Image Processing
Paperback. Series: Information Technology: Transmission, Processing and Storage. Num Pages: 166 pages, 28 black & white illustrations, biography. BIC Classification: MMPH; THR; TTBM; UYQV; UYT. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 10. Weight in Grams: 290.
Stochastic Image Processing provides the first thorough treatment of Markov and hidden Markov random fields and their application to image processing. Although promoted as a promising approach for over thirty years, it has only been in the past few years that the theory and algorithms have developed to the point of providing useful solutions to old and new problems in image processing. Markov random fields are a multidimensional extension of Markov chains, but the generalization is complicated by the lack of a natural ordering of pixels in multidimensional spaces. Hidden Markov fields are a natural generalization of the hidden Markov ... Read more
Stochastic Image Processing provides the first thorough treatment of Markov and hidden Markov random fields and their application to image processing. Although promoted as a promising approach for over thirty years, it has only been in the past few years that the theory and algorithms have developed to the point of providing useful solutions to old and new problems in image processing. Markov random fields are a multidimensional extension of Markov chains, but the generalization is complicated by the lack of a natural ordering of pixels in multidimensional spaces. Hidden Markov fields are a natural generalization of the hidden Markov ... Read more
Product Details
Format
Paperback
Publication date
2013
Publisher
Springer-Verlag New York Inc. United States
Number of pages
166
Condition
New
Series
Information Technology: Transmission, Processing and Storage
Number of Pages
166
Place of Publication
New York, NY, United States
ISBN
9781461346937
SKU
V9781461346937
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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