A distributed computational cognitive model for object recognition

被引：0
作者：
YongJin Liu
QiuFang Fu
Ye Liu
XiaoLan Fu
机构：
[1] Tsinghua University,Tsinghua National Laboratory for Information Science and Technology, Department of Computer Science and Technology
[2] Chinese Academy of Sciences,State Key Lab of Brain and Cognitive Science, Institute of Psychology
来源：
Science China Information Sciences | 2013年 / 56卷
关键词：
distributed cognition; computational model; object recognition; human vision system;
D O I：
暂无
中图分类号：
学科分类号：
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.
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页码：1 / 13
页数：12
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