A distributed computational cognitive model for object recognition

	A distributed computational cognitive model for object recognition
	Liu YongJin 1; Fu QiuFang2 ; Liu Ye2 ; Fu XiaoLan2
摘要	Based on cognitive functionalities in human vision processing, we propose a computational cognitive model for object recognition with detailed algorithmic descriptions. The contribution of this paper is of two folds. Firstly, we present a systematic review on psychological and neurophysiological studies, which provide collective evidence for a distributed representation of 3D objects in the human brain. Secondly, we present a computational model which simulates the distributed mechanism of object vision pathway. Experimental results show that the presented computational cognitive model outperforms five representative 3D object recognition algorithms in computer science research.
关键词	distributed cognition computational model object recognition human vision system
	2013-09-01
语种	英语
发表期刊	SCIENCE CHINA-INFORMATION SCIENCES
卷号	56 期号:9
收录类别	SCI ; SSCI
WOS记录号	WOS:000324164600001
引用统计	被引频次：12[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.psych.ac.cn/handle/311026/10652
专题	脑与认知科学国家重点实验室
作者单位	1.Tsinghua Univ, Tsinghua Natl Lab Informat Sci & Technol, Dept Comp Sci & Technol, Beijing 100084, Peoples R China 2.Chinese Acad Sci, Inst Psychol, State Key Lab Brain & Cognit Sci, Beijing 100101, Peoples R China
推荐引用方式 GB/T 7714	Liu YongJin,Fu QiuFang,Liu Ye,et al. A distributed computational cognitive model for object recognition[J]. SCIENCE CHINA-INFORMATION SCIENCES,2013,56(9).
APA	Liu YongJin,Fu QiuFang,Liu Ye,&Fu XiaoLan.(2013).A distributed computational cognitive model for object recognition.SCIENCE CHINA-INFORMATION SCIENCES,56(9).
MLA	Liu YongJin,et al."A distributed computational cognitive model for object recognition".SCIENCE CHINA-INFORMATION SCIENCES 56.9(2013).

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