{"product_id":"decision-forests-for-computer-vision-antonio-criminisi-9781447149286","title":"Decision Forests for Computer Vision and Medical Image Analysis","description":"This practical and easy-to-follow text explores the theoretical underpinnings of decision forests, organizing the vast existing literature on the field within a new, general-purpose forest model. Topics and features: with a foreword by Prof. Y. Amit and Prof. D. Geman, recounting their participation in the development of decision forests; introduces a flexible decision forest model, capable of addressing a large and diverse set of image and video analysis tasks; investigates both the theoretical foundations and the practical implementation of decision forests; discusses the use of decision forests for such tasks as classification, regression, density estimation, manifold learning, active learning and semi-supervised classification; includes exercises and experiments throughout the text, with solutions, slides, demo videos and other supplementary material provided at an associated website; provides a free, user-friendly software library, enabling the reader to experiment with forests ina hands-on manner.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Antonio Criminisi\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1447149289\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781447149286\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/07\/2013\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 368\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.96lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.47h x 6.27w x 0.99d","brand":"Antonio Criminisi","offers":[{"title":"Hardcover","offer_id":44123690959103,"sku":"9781447149286","price":199.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_98131b41-1834-4f61-aef5-b61bc2e2d55c.jpg?v=1687432303","url":"https:\/\/www.whiterainbookhouse.com\/products\/decision-forests-for-computer-vision-antonio-criminisi-9781447149286","provider":"WR Book House","version":"1.0","type":"link"}