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Item Details
Title: FUSION IN COMPUTER VISION
UNDERSTANDING COMPLEX VISUAL CONTENT
By: Bogdan Ionescu (Editor), Jenny Benois-Pineau (Editor), Tomas Piatrik (Editor)
Format: Hardback

List price: £76.00


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ISBN 10: 3319056956
ISBN 13: 9783319056951
Publisher: SPRINGER INTERNATIONAL PUBLISHING AG
Pub. date: 26 March, 2014
Edition: 2014 ed.
Series: Advances in Computer Vision and Pattern Recognition
Pages: 272
Description: Fusion in Computer Vision
Synopsis: 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.
Illustrations: 42 Tables, black and white; 65 Illustrations, color; 9 Illustrations, black
Publication: Switzerland
Imprint: Springer International Publishing AG
Returns: Returnable
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