{"product_id":"9780792373728","title":"Bayesian Approach to Image Interpretation","description":"\u003ch1\u003eBayesian Approach to Image Interpretation\u003c\/h1\u003e \u003ch2\u003eKopparapu, Sunil K.; Desai, Uday B.\u003c\/h2\u003e \u003cp\u003e\u003cem\u003eBayesian Approach to Image Interpretation\u003c\/em\u003e will interest  anyone working in image interpretation. It is complete in itself and  includes background material. This makes it useful for a novice as  well as for an expert. It reviews some of the existing probabilistic  methods for image interpretation and presents some new results.  Additionally, there is extensive bibliography covering references in  varied areas. \u003cbr\u003e  For a researcher in this field, the material on synergistic  integration of segmentation and interpretation modules and the  Bayesian approach to image interpretation will be beneficial. \u003cbr\u003e  For a practicing engineer, the procedure for generating knowledge  base, selecting initial temperature for the simulated annealing  algorithm, and some implementation issues will be valuable. \u003cbr\u003e  New ideas introduced in the book include: \u003c\/p\u003e\u003cul\u003e \u003cli\u003e New  approach to image interpretation using synergism between the  segmentation and the interpretation modules. \u003c\/li\u003e  \u003cli\u003e A new segmentation  algorithm based on multiresolution analysis. \u003c\/li\u003e  \u003cli\u003e Novel use of the  Bayesian networks (causal networks) for image interpretation. \u003c\/li\u003e  \u003cli\u003e  Emphasis on making the interpretation approach less dependent on the  knowledge base and hence more reliable by modeling the knowledge base  in a probabilistic framework. \u003c\/li\u003e  \u003c\/ul\u003e  Useful in both the academic and industrial research worlds,  \u003cem\u003eBayesian\u003c\/em\u003e \u003cem\u003eApproach to Image Interpretation\u003c\/em\u003e may also be used  as a textbook for a semester course in computer vision or pattern  recognition. \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2001-07-31\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9780792373728\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/b117231\u003c\/p\u003e \u003cp\u003eDimensions: 235.0cm x155.0cm\u003c\/p\u003e \u003cp\u003ePages: 127.0\u003c\/p\u003e ","brand":"Springer US","offers":[{"title":"Default Title","offer_id":45578394730636,"sku":"9780792373728","price":152.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9780792373728.jpg?v=1767145673","url":"https:\/\/lateknightbooks.com\/products\/9780792373728","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}