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A computational cognition model of perception, memory, and judgment
Fu XL1; Cai, LH2; Liu, Y1; Jia, J2; Chen, WF1; Yi, Z3; Zhao, Guozhen4; Liu, YJ2; Wu, CX4
第一作者Fu XL
其他责任者Zhang, JY ; Fu, QF ; Xuan, YM ; Wang, XH ; Yan, WJ ; Chen, YH ; Zhang, L
通讯作者邮箱fuxl@psych.ac.cn
心理所单位排序1
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
2014-03-01
DOI10.1007/s11432-013-4911-9
发表期刊SCIENCE CHINA-INFORMATION SCIENCES
ISSN1674-733X
卷号57期号:3页码:1-15
URL查看原文
收录类别SCI
WOS关键词TOP-DOWN ; SELECTIVE ATTENTION ; PREFRONTAL CORTEX ; TERM-MEMORY ; PARIETAL CORTEX ; GUIDED SEARCH ; CATEGORIZATION ; REPRESENTATION ; DECISION ; NEURONS
WOS研究方向Computer Science ; Engineering
WOS类目Computer Science, Information Systems ; Engineering, Electrical & Electronic
WOS记录号WOS:000332351000014
WOS分区Q2
EI入藏号20141117465620
EI主题词Computational neuroscience
EI分类号461.4-721.1-722.1-723.2-723.4
测试或任务intelligent computation of visual media ;A computational cognition model of Perception; Memory; and Judgment (PMJ model )
因变量指标visual search; neocortex; speed control; image affective prediction; image retargeting quality assessment
引用统计
被引频次:15[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
通讯作者Fu XL
作者单位1.State Key Laboratory of Brain and Cognitive Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China;
2.TNLIST, Department of Computer Science and Technology, Tsinghua University, Beijing, 100084, China;
3.College of Computer Science, Sichuan University, Chengdu, 610064, China;
4.Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China
第一作者单位中国科学院心理研究所
通讯作者单位中国科学院心理研究所
推荐引用方式
GB/T 7714
Fu XL,Cai, LH,Liu, Y,et al. A computational cognition model of perception, memory, and judgment[J]. SCIENCE CHINA-INFORMATION SCIENCES,2014,57(3):1-15.
APA Fu XL.,Cai, LH.,Liu, Y.,Jia, J.,Chen, WF.,...&Wu, CX.(2014).A computational cognition model of perception, memory, and judgment.SCIENCE CHINA-INFORMATION SCIENCES,57(3),1-15.
MLA Fu XL,et al."A computational cognition model of perception, memory, and judgment".SCIENCE CHINA-INFORMATION SCIENCES 57.3(2014):1-15.
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