Fusion in Computer Vision

Name: Fusion in Computer Vision
SKU: 22184856
Price: 139.99 AUD
Availability: InStock

Understanding Complex Visual Content

Format:

Hardback

Series:

Advances in Computer Vision and Pattern Recognition

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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.

Author Biography:

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 Research Group at Queen Mary University of London, UK. Dr. Georges Quénot is a senior researcher at CNRS and leader of the Multimedia Information Modeling and Retrieval group at the Grenoble Informatics Laboratory, France.

Release date Australia

April 10th, 2014

Audience

Professional & Vocational

Contributors

Edited by Bogdan Ionescu
Edited by Georges Quenot
Edited by Jenny Benois-Pineau
Edited by Tomas Piatrik

Illustrations

65 Illustrations, color; 9 Illustrations, black and white; XIV, 272 p. 74 illus., 65 illus. in color.

Pages

272

Series

Advances in Computer Vision and Pattern Recognition

Dimensions

155x235x20

ISBN-13

9783319056951

Product ID

22184856

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Fusion in Computer Vision

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