{"product_id":"bayesian-approach-to-image-interpretation","title":"Bayesian Approach to Image Interpretation","description":"\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: \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.","brand":"None","offers":[{"title":"Paperback","offer_id":46175564136625,"sku":"9781475774832","price":220.95,"currency_code":"CAD","in_stock":true},{"title":"Hardcover","offer_id":46175564169393,"sku":"9780792373728","price":248.5,"currency_code":"CAD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0655\/8980\/5233\/files\/1_eed1c7a6-3c8d-45d5-8ce2-ee494af47fa6.jpg?v=1762791653","url":"https:\/\/www.indigo.ca\/products\/bayesian-approach-to-image-interpretation","provider":"Indigo","version":"1.0","type":"link"}