{"product_id":"fusion-in-computer-vision-understanding-complex-visual-content-9783319347745","title":"Fusion in Computer Vision: Understanding Complex Visual Content","description":"\u003cp\u003e • Author(s): Bogdan Ionescu\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Software Development \u0026amp; Engineering - Computer Graphics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eVisual content understanding is a complex and important challenge for applications in automatic multimedia information indexing, medicine, robotics, and surveillance. Yet the performance of such systems can be improved by the fusion of individual modalities\/techniques for content representation and machine learning.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis comprehensive text\/reference presents a thorough overview of \u003ci\u003eFusion in Computer Vision\u003c\/i\u003e, from an interdisciplinary and multi-application viewpoint. Presenting contributions from an international selection of experts, the work describes numerous successful approaches, evaluated in the context of international benchmarks that model realistic use cases at significant scales.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eTopics and features: \u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eExamines late fusion approaches for concept recognition in images and videos, including the bag-of-words model\u003c\/li\u003e\n\u003cli\u003eDescribes the interpretation of visual content by incorporating models of the human visual system with content understanding methods\u003c\/li\u003e\n\u003cli\u003eInvestigates 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\u003c\/li\u003e\n\u003cli\u003eProposes rotation-based ensemble classifiers for high-dimensional data, which encourage both individual accuracy and diversity within the ensemble\u003c\/li\u003e\n\u003cli\u003eReviews application-focused strategies of fusion in video surveillance, biomedical information retrieval, and content detection in movies\u003c\/li\u003e\n\u003cli\u003eDiscusses the modeling of mechanisms of human interpretation of complex visual content\u003cb\u003e\u003c\/b\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003e\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eThis authoritative collection is essential reading for researchers and students interested in the domain of information fusion for complex visual content understanding, and related fields.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45277336043671,"sku":"9783319347745","price":3633.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783319347745.webp?v=1769288093","url":"https:\/\/atlanticbooks.com\/products\/fusion-in-computer-vision-understanding-complex-visual-content-9783319347745","provider":"Atlantic Books","version":"1.0","type":"link"}