03714nam 22006975 450 991025422100332120200630040353.03-319-33796-310.1007/978-3-319-33796-8(CKB)3710000000667227(DE-He213)978-3-319-33796-8(MiAaPQ)EBC4526867(PPN)194074099(EXLCZ)99371000000066722720160511d2016 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierMultimodal Computational Attention for Scene Understanding and Robotics[electronic resource] /by Boris Schauerte1st ed. 2016.Cham :Springer International Publishing :Imprint: Springer,2016.1 online resource (XXIV, 203 p. 55 illus., 51 illus. in color.) Cognitive Systems Monographs,1867-4925 ;303-319-33794-7 Includes bibliographical references at the end of each chapters.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. .Cognitive Systems Monographs,1867-4925 ;30Computational intelligenceRoboticsAutomationArtificial intelligenceOptical data processingPattern recognitionComputational Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/T11014Robotics and Automationhttps://scigraph.springernature.com/ontologies/product-market-codes/T19020Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Image Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Pattern Recognitionhttps://scigraph.springernature.com/ontologies/product-market-codes/I2203XComputational intelligence.Robotics.Automation.Artificial intelligence.Optical data processing.Pattern recognition.Computational Intelligence.Robotics and Automation.Artificial Intelligence.Image Processing and Computer Vision.Pattern Recognition.629.892637Schauerte Borisauthttp://id.loc.gov/vocabulary/relators/aut763054MiAaPQMiAaPQMiAaPQBOOK9910254221003321Multimodal Computational Attention for Scene Understanding and Robotics1547665UNINA