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A distributed computational cognitive model for object recognition
Liu YongJin1; Fu QiuFang2; Liu Ye2; Fu XiaoLan2
2013-09-01
发表期刊SCIENCE CHINA-INFORMATION SCIENCES
卷号56期号:9
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
收录类别SCI ; SSCI
语种英语
WOS记录号WOS:000324164600001
引用统计
被引频次:9[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
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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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