{"product_id":"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 in a hands-on manner.","brand":"Antonio Criminisi","offers":[{"title":"Default Title","offer_id":46721606091070,"sku":"9781447149286","price":5768.43,"currency_code":"ZAR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4357\/7662\/products\/9781447149286.jpg?v=1707464822","url":"https:\/\/exclusivebooks.co.za\/products\/9781447149286","provider":"Exclusive Books Online","version":"1.0","type":"link"}