{"product_id":"9783319347745","title":"Advances in Computer Vision and Pattern Recognition: Understanding Complex Visual Content","description":"\u003ch1\u003eAdvances in Computer Vision and Pattern Recognition: Understanding Complex Visual Content\u003c\/h1\u003e \u003ch2\u003eIonescu, Bogdan; Benois-Pineau, Jenny; Piatrik, Tomas; Quénot, Georges\u003c\/h2\u003e \u003cp\u003eThis 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.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2016-09-03\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783319347745\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-319-05696-8\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 272\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":44806412271756,"sku":"9783319347745","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783319347745.jpg?v=1775741714","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783319347745","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}