{"product_id":"foundations-of-computer-vision-9780262048972","title":"Foundations of Computer Vision","description":"\u003cp\u003e • Author(s): Antonio Torralba\u003cbr\u003e • Publisher: The MIT Press\u003cbr\u003e • Publisher Imprint: The MIT Press\u003cbr\u003e • BISAC: Artificial Intelligence - Computer Vision \u0026amp; Pattern Recognit\u003c\/p\u003e\u003cp\u003e\u003cspan class=\"a-text-bold\"\u003eAn 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.\u003c\/span\u003e\u003cspan\u003e\u003cbr\u003e\u003cbr\u003eMachine 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. \u003c\/span\u003e\u003cspan class=\"a-text-italic\"\u003eFoundations of Computer Vision\u003c\/span\u003e\u003cspan\u003e 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. \u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e\u003cul class=\"a-unordered-list a-vertical\"\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eUp-to-date treatment integrates classic computer vision and deep learning \u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eAccessible approach emphasizes fundamentals and assumes little background knowledge\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eStudent-friendly presentation features extensive examples and images\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eProven in the classroom\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eInstructor resources include slides, solutions, and source code\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"The MIT Press","offers":[{"title":"Hardcover","offer_id":45268960739479,"sku":"9780262048972","price":9193.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780262048972.webp?v=1769199117","url":"https:\/\/atlanticbooks.com\/products\/foundations-of-computer-vision-9780262048972","provider":"Atlantic Books","version":"1.0","type":"link"}