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A computational cognition model of perception, memory, and judgment
Fu XiaoLan1; Cai LianHong2; Liu Ye1; Jia Ja2; Chen WenFeng1; Yi Zhang3; Zhao GuoZhen4; Liu YongJin2; Wu ChangXu4
2014-03-01
发表期刊SCIENCE CHINA-INFORMATION SCIENCES
ISSN1674-733X
文章类型Article
卷号57期号:3页码:1-15
摘要The mechanism of human cognition and its computability provide an important theoretical foundation to intelligent computation of visual media. This paper focuses on the intelligent processing of massive data of visual media and its corresponding processes of perception, memory, and judgment in cognition. In particular, both the human cognitive mechanism and cognitive computability of visual media are investigated in this paper at the following three levels: neurophysiology, cognitive psychology, and computational modeling. A computational cognition model of Perception, Memory, and Judgment (PMJ model for short) is proposed, which consists of three stages and three pathways by integrating the cognitive mechanism and computability aspects in a unified framework. Finally, this paper illustrates the applications of the proposed PMJ model in five visual media research areas. As demonstrated by these applications, the PMJ model sheds some light on the intelligent processing of visual media, and it would be innovative for researchers to apply human cognitive mechanism to computer science.
关键词perception memory judgment computational cognition model
收录类别SCI
语种英语
WOS记录号WOS:000332351000014
引用统计
被引频次:11[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/311026/13727
专题中国科学院行为科学重点实验室
作者单位1.Chinese Acad Sci, Inst Psychol, State Key Lab Brain & Cognit Sci, Beijing 100101, Peoples R China
2.Tsinghua Univ, Dept Comp Sci & Technol, TNLIST, Beijing 100084, Peoples R China
3.Sichuan Univ, Coll Comp Sci, Chengdu 610064, Peoples R China
4.Chinese Acad Sci, Inst Psychol, Key Lab Behav Sci, Beijing 100101, Peoples R China
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Fu XiaoLan,Cai LianHong,Liu Ye,et al. A computational cognition model of perception, memory, and judgment[J]. SCIENCE CHINA-INFORMATION SCIENCES,2014,57(3):1-15.
APA Fu XiaoLan.,Cai LianHong.,Liu Ye.,Jia Ja.,Chen WenFeng.,...&Wu ChangXu.(2014).A computational cognition model of perception, memory, and judgment.SCIENCE CHINA-INFORMATION SCIENCES,57(3),1-15.
MLA Fu XiaoLan,et al."A computational cognition model of perception, memory, and judgment".SCIENCE CHINA-INFORMATION SCIENCES 57.3(2014):1-15.
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