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题名:
A computational cognition model of perception, memory, and judgment
作者: Fu Xiaolan(傅小兰)1; Cai LianHong2; Liu, Ye(刘烨)1; Jia Ja2; Chen, WenFeng(陈文锋)1; Yi Zhang3; Zhao Guozhen(赵国朕)4; Liu YongJin2; Wu, ChangXu(吴昌旭)4
文章类型: Article
关键词: perception ; memory ; judgment ; computational cognition model
刊名: SCIENCE CHINA-INFORMATION SCIENCES
ISSN号: 1674-733X
出版日期: 2014-03-01
卷号: 57, 期号:3, 页码:1-15
收录类别: SCI
英文摘要: 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.
语种: 英语
WOS记录号: WOS:000332351000014
Citation statistics:
内容类型: 期刊论文
URI标识: http://ir.psych.ac.cn/handle/311026/13727
Appears in Collections:中国科学院行为科学重点实验室_期刊论文

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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

Recommended Citation:
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.
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