PSYCH OpenIR  > 脑与认知科学国家重点实验室
A distributed computational cognitive model for object recognition
Liu YongJin1; Fu QiuFang2; Liu Ye2; Fu XiaoLan2
2013-09-01
Source PublicationSCIENCE CHINA-INFORMATION SCIENCES
Volume56Issue:9
AbstractBased 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.
Keyworddistributed cognition computational model object recognition human vision system
Indexed BySCI ; SSCI
Language英语
WOS IDWOS:000324164600001
Citation statistics
Cited Times:9[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.psych.ac.cn/handle/311026/10652
Collection脑与认知科学国家重点实验室
Affiliation1.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
Recommended Citation
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).
Files in This Item:
File Name/Size DocType Version Access License
WOS000324164600001.p(946KB)期刊论文出版稿限制开放CC BY-NC-SAView Application Full Text
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Liu YongJin]'s Articles
[Fu QiuFang]'s Articles
[Liu Ye]'s Articles
Baidu academic
Similar articles in Baidu academic
[Liu YongJin]'s Articles
[Fu QiuFang]'s Articles
[Liu Ye]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Liu YongJin]'s Articles
[Fu QiuFang]'s Articles
[Liu Ye]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: WOS000324164600001.pdf.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.