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Fusion in Computer Vision: Understanding Complex Visual Content (Advances in Computer Vision and Pattern Recognition)
Ionescu Bogdan
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Description for Fusion in Computer Vision: Understanding Complex Visual Content (Advances in Computer Vision and Pattern Recognition)
Hardcover. Fusion in Computer Vision Editor(s): Ionescu, Bogdan; Benois-Pineau, Jenny; Piatrik, Tomas; Quenot, Georges. Series: Advances in Computer Vision and Pattern Recognition. Num Pages: 286 pages, 9 black & white illustrations, 65 colour illustrations, 42 black & white tables, biograph. BIC Classification: UYQV; UYT. Category: (P) Professional & Vocational. Dimension: 162 x 239 x 16. Weight in Grams: 544.
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 ... Read more
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 ... Read more
Product Details
Format
Hardback
Publication date
2014
Publisher
Springer
Condition
New
Series
Advances in Computer Vision and Pattern Recognition
Number of Pages
272
Place of Publication
Cham, Switzerland
ISBN
9783319056951
SKU
V9783319056951
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
About Ionescu Bogdan
Dr. Bogdan Ionescu is a lecturer and Coordinator of the Video Processing Group at the Image Processing and Analysis Laboratory, University Politehnica of Bucharest, Romania. Dr. Jenny Benois-Pineau is a full professor and Chair of the Video Analysis and Indexing research group at the University of Bordeaux, France. Dr. Tomas Piatrik is a senior researcher in the Multimedia and Vision ... Read more
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