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Fusion in Computer Vision

Fusion in Computer Vision Understanding Complex Visual Content - Advances in Computer Vision and Pattern Recognition

Paperback (03 Sep 2016)

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Publisher's 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.

Book information

ISBN: 9783319347745
Publisher: Springer International Publishing
Imprint: Springer
Pub date:
DEWEY: 006.37
DEWEY edition: 23
Language: English
Number of pages: 272
Weight: 4918g
Height: 235mm
Width: 155mm