Name
Abstract | ||
|---|---|---|
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. |
Year | DOI | Venue |
|---|---|---|
2013 | 10.1007/s11432-013-4994-3 | SCIENCE CHINA-INFORMATION SCIENCES |
Keywords | Field | DocType |
distributed cognition,computational model,object recognition,human vision system | Vision processing,Neurophysiology,Computer science,Object model,Socially distributed cognition,Artificial intelligence,Cognitive model,Cognition,Distributed representation,Machine learning,Cognitive neuroscience of visual object recognition | Journal |
Volume | Issue | ISSN |
56 | 9 | 1674-733X |
Citations | PageRank | References |
28 | 0.52 | 15 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| qiufang fu | 1 | 35 | 1.98 |
| Yong-Jin Liu | 2 | 837 | 72.83 |
| Xiaolan Fu | 3 | 786 | 60.72 |