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Decision Forests for Computer Vision and Medical Image Analysis 2024 pdf epub mobi 电子书

Decision Forests for Computer Vision and Medical Image Analysis
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发表于2024-05-18

Decision Forests for Computer Vision and Medical Image Analysis 2024 pdf epub mobi 电子书

Decision Forests for Computer Vision and Medical Image Analysis 2024 pdf epub mobi 电子书

Decision Forests for Computer Vision and Medical Image Analysis 2024 pdf epub mobi 电子书


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出版者:Springer
作者:Criminisi, A.; Shotton, J.; Criminisi, Antonio
出品人:
页数:368
译者:
出版时间:2013-1-31
价格:USD 149.00
装帧:Hardcover
isbn号码:9781447149286
丛书系列:

图书标签: 机器学习   

Decision Forests for Computer Vision and Medical Image Analysis 2024 pdf epub mobi 电子书 图书描述

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.

Decision Forests for Computer Vision and Medical Image Analysis 2024 pdf epub mobi 电子书
Decision Forests for Computer Vision and Medical Image Analysis 2024 pdf epub mobi 电子书
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