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Computational models for cognitive vision / Hiranmay Ghosh

データ種別	電子ブック
出版者	(Piscataway, NJ ; Hoboken, New Jersey : IEEE Press : John Wiley & Sons, Inc)
出版年	[2020]
大きさ	1 online resource (xvii, 222 pages) : illustrations (some color)
著者標目	*Ghosh, Hiranmay author

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URL	巻　次	配架場所	請求記号	登録番号	コメント	刷　年	状　態	利用注記	ISBN	予約	請求メモ
URL		射水-電子	007	EB0005223	Wiley Online Library: Complete oBooks				9781119527886

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一般注記	Includes bibliographical references and index Early vision -- Bayesian reasoning for perception and cognition -- Late vision -- Visual attention -- Cognitive architectures -- Knowledge representation for cognitive vision -- Deep learning for visual cognition -- Applications of visual cognition "This book focuses on computing aspects and shows how the cognitive principles borrowed from other disciplines can be used to solve problems of computer vision. The book begins with an introduction to the problems of computer vision and why cognitive principles should be used to solve these problems. Then it moves on to a discussion of deductive, inductive, and abductive reasoning and the psychological observations and deductions of various theories and models of cognitive vision. Other topics covered include knowledge representation techniques, evolution of cognitive architectures, machine learning approaches, and more. The book ends with salient observations and future research directions"-- Provided by publisher Description based on online resource; title from digital title page (viewed on February 24, 2021) John Wiley and Sons Wiley Online Library: Complete oBooks HTTP:URL=https://onlinelibrary.wiley.com/doi/book/10.1002/9781119527886
件　名	LCSH:Computer vision LCSH:Cognitive science LCSH:Visual perception LCSH:Bayesian statistical decision theory MESH:Visual Perception CSHF:Vision par ordinateur CSHF:Sciences cognitives CSHF:Perception visuelle CSHF:Th�eorie de la d�ecision bay�esienne FREE:visual perception FREE:Bayesian statistical decision theory FREE:Cognitive science FREE:Computer vision FREE:Visual perception
分　類	LCC:TA1634 DC23:006.3/7
書誌ID	EB00004512
ISBN	9781119527886