Title :
Binocular stereo vision processing based on pulse coupled neural networks
Author :
Ogawa, Y. ; Yamaoka, D. ; Yamada, H. ; Ishimura, K. ; Wada, M.
Author_Institution :
Graduate Sch. of Eng., Hokkaido Univ., Sapporo, Japan
Abstract :
A biological binocular stereo vision processing was modeled based on pulse-coupled neural network (PCNN). Then disparity detection can be accomplished in the spontaneous synchronization of neurons corresponding to the correct matching points. Consequently, it is clarified that binocular stereo vision is generated through proposed model. Furthermore, our model is appropriate model based on actual visual processing of biology.
Keywords :
image matching; image recognition; medical image processing; neural nets; stereo image processing; biological binocular stereo vision processing; disparity detection; image matching; neuron synchronization; pulse-coupled neural network; visual processing;
Conference_Titel :
SICE 2004 Annual Conference
Conference_Location :
Sapporo
Print_ISBN :
4-907764-22-7