{"product_id":"9781447149286","title":"Advances in Computer Vision and Pattern Recognition","description":"\u003ch1\u003eAdvances in Computer Vision and Pattern Recognition\u003c\/h1\u003e \u003ch2\u003eCriminisi, Antonio; Shotton, J\u003c\/h2\u003e \u003cp\u003eThis 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.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2013-02-07\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9781447149286\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4471-4929-3\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 368\u003c\/p\u003e ","brand":"Springer London","offers":[{"title":"Default Title","offer_id":50091213095052,"sku":"9781447149286","price":179.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781447149286.jpg?v=1779507506","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781447149286","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}