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作者 Schauerte, Boris, author
書名 Multimodal computational attention for scene understanding and robotics / by Boris Schauerte
出版項 Cham : Springer International Publishing : Imprint: Springer, 2016
國際標準書號 9783319337968 (electronic bk.)
9783319337944 (paper)
國際標準號碼 10.1007/978-3-319-33796-8 doi
book jacket
說明 1 online resource (xxiv, 203 pages) : illustrations (some color), digital ; 24 cm
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
系列 Cognitive systems monographs, 1867-4925 ; volume 30
Cognitive systems monographs ; volume 30
附註 Introduction -- Background -- Bottom-up Audio-Visual Attention for Scene Exploration -- Multimodal Attention with Top-Down Guidance -- Conclusion -- Applications -- Dataset Overview
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
Host Item Springer eBooks
主題 Robot vision
Human-robot interaction
Engineering
Computational Intelligence
Robotics and Automation
Artificial Intelligence (incl. Robotics)
Image Processing and Computer Vision
Pattern Recognition
Alt Author SpringerLink (Online service)
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