Institutional Repository of Key Laboratory of Behavioral Science, CAS
| 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
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| Abstract | 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. |
| Keyword | perception memory judgment computational cognition model |
| 2014-03-01 | |
| Language | 英语 |
| Source Publication | SCIENCE CHINA-INFORMATION SCIENCES
 |
| ISSN | 1674-733X |
| Volume | 57Issue:3Pages:1-15 |
| Subtype | Article |
| Indexed By | SCI |
| WOS ID | WOS:000332351000014 |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.psych.ac.cn/handle/311026/13727 |
| Collection | 中国科学院行为科学重点实验室 |
| Affiliation | 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 |
| First Author Affilication | 脑与认知科学国家重点实验室 |
| Recommended Citation GB/T 7714 | 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. |
| Files in This Item: | ||||||
| File Name/Size | DocType | Version | Access | License | ||
| WOS_000332351000014.（791KB） | 期刊论文 | 出版稿 | 暂不开放 | CC BY-NC-SA | Application Full Text | |
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