Title :
Edge detection method based on PCNN
Author :
Xiaolong Tang ; Zhongyu Tao ; Panshi Tang ; Jianping Li
Author_Institution :
Sch. of Comput. Sci. & Eng., Univ. of Electron. & Technol. of China, Chengdu, China
Abstract :
Pulse-Coupled Neural Network is known as third generation artificial neural network. It is created by visual cortex neurons, a synchronous pulse release phenomenon of mammals. Compare to traditional artificial neural network, PCNN has the characteristics of dynamic neural network, integrated space-time, automatic propagation and synchronous pulse release. PCNN has tendency for image retention information and edge detection.
Keywords :
edge detection; neural nets; PCNN; dynamic neural network; edge detection method; image retention information; pulse-coupled neural network; synchronous pulse; third generation artificial neural network; visual cortex neurons; Biological neural networks; Computational modeling; Ignition; Image edge detection; Neurons; Visualization; PCNN; automatic propagation; edge detection;
Conference_Titel :
Wavelet Active Media Technology and Information Processing (ICCWAMTIP), 2014 11th International Computer Conference on
Print_ISBN :
978-1-4799-7207-4
DOI :
10.1109/ICCWAMTIP.2014.7073383
