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アカデ1383 コンピュータビジョンの基礎「海外手配」
開催期間:2024/11/25~2025/03/31

Foundations of Computer Vision(Adaptive Computation and Machine Learning) H 840 p. 24

Foundations of Computer Vision(Adaptive Computation and Machine Learning) H 840 p. 24

著者:Torralba, Antonio/Isola, Phillip/Freeman, William T.


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  • 現地価格:$90.00
  • 組合員価格:¥13,310 (税込)

内容の説明

An accessible, authoritative, and up-to-date computer vision textbook offering a comprehensive introduction to the foundations of the field that incorporates the latest deep learning advances. Machine learning has revolutionized computer vision, but the methods of today have deep roots in the history of the field. Providing a much-needed modern treatment, this accessible and up-to-date textbook comprehensively introduces the foundations of computer vision while incorporating the latest deep learning advances. Taking a holistic approach that goes beyond machine learning, it addresses fundamental issues in the task of vision and the relationship of machine vision to human perception. Foundations of Computer Vision covers topics not standard in other texts, including transformers, diffusion models, statistical image models, issues of fairness and ethics, and the research process. To emphasize intuitive learning, concepts are presented in short, lucid chapters alongside extensive illustrations, questions, and examples. Written by leaders in the field and honed by a decade of classroom experience, this engaging and highly teachable book offers an essential next-generation view of computer vision. • Up-to-date treatment integrates classic computer vision and deep learning • Accessible approach emphasizes fundamentals and assumes little background knowledge • Student-friendly presentation features extensive examples and images • Proven in the classroom • Instructor resources include slides, solutions, and source code

登録情報

商品コード:1036360244
出版社: The MIT Press
出版年月: 2024/04
ISBN-10: 0262048973
ISBN-13: 978-0-262-04897-2
出版国: アメリカ合衆国
装丁: hardcover/Geb./rel.
媒体: 冊子
ページ数: 840 p.
ジャンル: 知的情報処理



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