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Stochastic Image Processing
Chee Sun Won
€ 127.88
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Description for Stochastic Image Processing
Hardback. Provides the treatment of Markov and hidden Markov random fields and their application to image processing. This book collects together a variety of successful approaches to a complete and useful characterization of multidimensional Markov and hidden Markov models along with applications to image analysis. Series: Information Technology: Transmission, Processing and Storage. Num Pages: 166 pages, 28 black & white illustrations, biography. BIC Classification: TTB; UYT. Category: (P) Professional & Vocational. Dimension: 166 x 242 x 20. Weight in Grams: 432.
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
Publisher
Springer Science+Business Media
Format
Hardback
Publication date
2004
Series
Information Technology: Transmission, Processing and Storage
Condition
New
Weight
430g
Number of Pages
166
Place of Publication
, United States
ISBN
9780306481925
SKU
V9780306481925
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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