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Multimodal Computational Attention for Scene Understanding and Robotics (Cognitive Systems Monographs, 30, Band 30) - Hardcover

Buch 18 von 31: Cognitive Systems Monographs

Schauerte, Boris

 
9783319337944: Multimodal Computational Attention for Scene Understanding and Robotics (Cognitive Systems Monographs, 30, Band 30)
Hardcover
ISBN 10: 3319337947 ISBN 13: 9783319337944
Verlag: Springer, 2016

Inhaltsangabe

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 bottom-up 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. 

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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 bottom-up 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. 

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Verlag
Springer
Erscheinungsdatum
2016
Sprache
Englisch
ISBN 10 
3319337947
ISBN 13 
9783319337944
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
227
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9783319816050: Multimodal Computational Attention for Scene Understanding and Robotics (Cognitive Systems Monographs, Band 30)

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Softcover