DocumentCode
3287170
Title
A image recognition algorithm based on visual perception mechanism
Author
Liu Ming ; Gong Hui-li ; Liu Jun-ling
Author_Institution
Northeast Inst. of Geogr. & Agroecology, Changchun, China
fYear
2011
fDate
15-17 April 2011
Firstpage
1005
Lastpage
1008
Abstract
A new image pattern recognition algorithm based on visual perceptual mechanism and phenomenon of apparent was presented. This algorithm was introduced entirely from biological visual mechanism. PCNN was applied to topological recognition for the first time. BP neural networks combined with apparent movement phenomenon was applied to the expression and recognition of geometrical feature. The experiment shows that the algorithm is of great value in theory and application.
Keywords
backpropagation; image recognition; visual perception; BP neural networks; biological visual mechanism; geometrical feature; image pattern recognition; image recognition; topological recognition; visual perception; Decision support systems; PCNN; apparent movement; feature of geometry; topological recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Electric Information and Control Engineering (ICEICE), 2011 International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-8036-4
Type
conf
DOI
10.1109/ICEICE.2011.5777967
Filename
5777967
Link To Document