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portada Fusion in Computer Vision: Understanding Complex Visual Content
Type
Physical Book
Publisher
Author
Language
English
Pages
272
Format
Paperback
ISBN13
9783319347745
Categories

Fusion in Computer Vision: Understanding Complex Visual Content

Ionescu, Bogdan ; Benois-Pineau, Jenny ; Piatrik, Tomas (Author) · Springer · Paperback

Fusion in Computer Vision: Understanding Complex Visual Content - Ionescu, Bogdan ; Benois-Pineau, Jenny ; Piatrik, Tomas

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Synopsis "Fusion in Computer Vision: Understanding Complex Visual Content"

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.

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