Bayesian Approach to Image Interpretation by Sunil K. Kopparapu, Uday B. Desai PDF

By Sunil K. Kopparapu, Uday B. Desai

ISBN-10: 0792373723

ISBN-13: 9780792373728

Writing for college students and researchers within the box, Kopparapu (research and improvement for a personal corporation in Bangalore, India) and Desai (electrical engineering, Indian Institute of expertise, Bombay) current an outline and updated therapy of picture interpretation. The preliminary chapters describe the kingdom of analysis, Markov random fields, their program to computing device imaginative and prescient, the idea that of cliques, and Bayesian community snapshot interpretation. The authors then suggest a brand new process that applies synergism among the method of segmentation and interpretation in a multi-resolution framework and offers a joint segmentation and photograph interpretation set of rules.

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