Title :
Applications of color image processing using three-layer cellular neural network considering HSB model
Author :
Inoue, Takashi ; Nishio, Yoshifumi
Author_Institution :
Dept. of Electr. & Electron. Eng., Tokushima Univ., Tokushima, Japan
Abstract :
In this study, we propose a three-layer cellular neural network dealing with color images considering the HSB model. Firstly, the conversion method of color images to three grayscale images using the HSB model is explained. Secondly, the structure of the proposed three-layer cellular neural network considering the HSB model is explained. Simulation results of some color image processing show the basic properties of the proposed network and its effectiveness.
Keywords :
cellular neural nets; image colour analysis; HSB model; color image processing; color images; grayscale images; three-layer cellular neural network; Biomembranes; Cellular neural networks; Color; Extracellular; In vitro; Neural network hardware; Neural networks; Neuromorphics; Neurons; Testing;
Conference_Titel :
Neural Networks, 2009. IJCNN 2009. International Joint Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4244-3548-7
Electronic_ISBN :
1098-7576
DOI :
10.1109/IJCNN.2009.5178952
