{"product_id":"fusion-in-computer-vision-bogdan-ionescu-9783319056951","title":"Fusion in Computer Vision: Understanding Complex Visual Content","description":"This book presents a thorough overview of fusion in computer vision, from an interdisciplinary and multi-application viewpoint, describing successful approaches, evaluated in the context of international benchmarks that model realistic use cases. Features: examines late fusion approaches for concept recognition in images and videos; describes the interpretation of visual content by incorporating models of the human visual system with content understanding methods; investigates the fusion of multi-modal features of different semantic levels, as well as results of semantic concept detections, for example-based event recognition in video; proposes rotation-based ensemble classifiers for high-dimensional data, which encourage both individual accuracy and diversity within the ensemble; reviews application-focused strategies of fusion in video surveillance, biomedical information retrieval, and content detection in movies; discusses the modeling of mechanisms of human interpretation of complex visual content.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Bogdan Ionescu\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3319056956\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783319056951\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/10\/2014\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 272\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.55lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.20h x 6.00w x 0.80d","brand":"Bogdan Ionescu","offers":[{"title":"Hardcover","offer_id":48519758119167,"sku":"9783319056951","price":54.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_bf0812e2-846c-47ae-82aa-ffca8fe49e46.jpg?v=1778738636","url":"https:\/\/www.whiterainbookhouse.com\/products\/fusion-in-computer-vision-bogdan-ionescu-9783319056951","provider":"WR Book House","version":"1.0","type":"link"}