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Fusion in Computer Vision

Fusion in Computer Vision

Understanding Complex Visual Content

by Bogdan IonescuJenny Benois-Pineau Georges Quenot and others
Hardback
Publication Date: 10/04/2014

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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.
ISBN:
9783319056951
9783319056951
Category:
Computer vision
Format:
Hardback
Publication Date:
10-04-2014
Language:
English
Publisher:
Springer International Publishing AG
Country of origin:
Switzerland
Pages:
272
Dimensions (mm):
235x155x20mm
Weight:
6.08kg

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