{"product_id":"computational-knowledge-vision-wenbo-zheng-9780443216190","title":"Computational Knowledge Vision: The First Footprints","description":"\u003cp\u003e\u003ci\u003eComputational Knowledge Vision: The First Footprints\u003c\/i\u003e presents a novel, advanced framework which combines structuralized knowledge and visual models. In advanced image and visual perception studies, a visual model's understanding and reasoning ability often determines whether it works well in complex scenarios. This book presents state-of-the-art mainstream vision models for visual perception. As computer vision is one of the key gateways to artificial intelligence and a significant component of modern intelligent systems, this book delves into computer vision systems that are highly specialized and very limited in their ability to do visual reasoning and causal inference. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eQuestions naturally arise in this arena, including (1) How can human knowledge be incorporated with visual models? (2) How does human knowledge promote the performance of visual models? To address these problems, this book proposes a new framework for computer vision-computational knowledge vision.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Wenbo Zheng,Fei-Yue Wang\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0443216193\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780443216190\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Academic Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/22\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 276\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Wenbo Zheng","offers":[{"title":"Paperback","offer_id":48587624612095,"sku":"9780443216190","price":199.95,"currency_code":"USD","in_stock":false}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/computational-knowledge-vision-wenbo-zheng-9780443216190","provider":"WR Book House","version":"1.0","type":"link"}