A distributed computational cognitive model for object recognition
文献类型：期刊论文
| 作者 | Liu YongJin1; Fu QiuFang2 ; Liu Ye2; Fu XiaoLan2
|
| 刊名 | SCIENCE CHINA-INFORMATION SCIENCES
 |
| 出版日期 | 2013-09-01 |
| 卷号 | 56期号:9 |
| 关键词 | distributed cognition computational model object recognition human vision system |
| 英文摘要 | 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. |
| 收录类别 | SCI ; SSCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000324164600001 |
| 源URL | [http://ir.psych.ac.cn/handle/311026/10652]  |
| 专题 | 心理研究所_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 |
| 推荐引用方式 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). |
入库方式： OAI收割
来源：心理研究所
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