Title :
Image processing by three-layer cellular neural networks with a new layer arrangement
Author :
bin Mohd Idrus, Muhammad Izzat ; Kato, Yu ; Uwate, Yoko ; Nishio, Yusuke
Author_Institution :
Dept. Electr. & Electron. Eng., Tokushima Univ., Tokushima, Japan
Abstract :
In this study, we research a new layer arrangement of three layer cellular neural network (CNN). In this paper, we investigate the output characteristics by using our proposed method to image processing of gray scale image and binary image and show its effectiveness with simulation results.
Keywords :
cellular neural nets; image processing; CNN; binary image; gray scale image; image processing; three-layer cellular neural networks; Equations; Gray-scale; Image edge detection; Mathematical model; Noise; Simulation;
Conference_Titel :
Circuits and Systems (ISCAS), 2013 IEEE International Symposium on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-5760-9
DOI :
10.1109/ISCAS.2013.6572341
