Markov Random Fields for Vision and Image Processing
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State-of-the-art research on MRFs, successful MRF applications, and advanced topics for future study. This volume demonstrates the power of the Markov random field (MRF) in vision, treating the MRF both as a tool for modeling image data and, utilizing recently developed algorithms, as a means of making inferences about images. These inferences concern underlying image and scene structure as well as solutions to such problems as image reconstruction,...
Format:Hardcover
Language:English
ISBN:0262015773
ISBN13:9780262015776
Release Date:July 2011
Publisher:MIT Press
Length:472 Pages
Weight:2.02 lbs.
Dimensions:1.1" x 7.3" x 9.1"
Age Range:18 years and up
Grade Range:Postsecondary and higher
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