Multimodal computational attention for scene understanding and robotics [electronic resource] / Boris Schauerte.

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Multimodal computational attention for scene understanding and robotics [electronic resource] / Boris Schauerte.

9783319337968 (electronic book)
3319337963 (electronic book)
9783319337944

Switzerland : Springer, 2016.

English

1 online resource (xxiv, 203 pages) : illustrations.

TJ211.3

629.8/92637

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. .

Includes bibliographical references.

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Online resource; title from PDF title page (SpringerLink, viewed May 19, 2016).

Cognitive systems monographs ; v. 30.

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