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
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;
Conference_Titel :
Electric Information and Control Engineering (ICEICE), 2011 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-8036-4
DOI :
10.1109/ICEICE.2011.5777967