Produktbild: Multimodal Computational Attention for Scene Understanding and Robotics

Multimodal Computational Attention for Scene Understanding and Robotics

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Cognitive Systems Monographs 30

ISBN: 3319337947
ISBN 13: 9783319337944
Autor: Schauerte, Boris
Verlag: Springer Verlag GmbH
Umfang: xxiv, 203 S., 4 s/w Illustr., 51 farbige Illustr., 203 p. 55 illus., 51 illus. in color.
Erscheinungsdatum: 20.05.2016
Auflage: 1/2016
Produktform: Gebunden/Hardback
Einband: Gebunden

This book presents state-of-the-art computational attention models that have been successfully tested in diverse application areas and can build the foundation for artificial systems to efficiently explore, analyze, and understand natural scenes. It gives a comprehensive overview of the most recent computational attention models for processing visual and acoustic input. It covers the biological background of visual and auditory attention, as well as bottom-up and top-down attentional mechanisms and discusses various applications. In the first part new approaches for bottomup visual and acoustic saliency models are presented and applied to the task of audio-visual scene exploration of a robot. In the second part the influence of top-down cues for attention modeling is investigated.

Artikelnummer: 9271087 Kategorie:

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