Title :
Color images restoration with multi-layer morphological(MLM) neural network
Author :
Zhang, Ling ; Zhang, Wn ; Yang, Yi-min
Author_Institution :
Autom. Inst., Guangdong Univ. of Technol., Guangzhou, China
Abstract :
While most of the works in color image restoration are concentrated on enforcing similarities between the intensity values of the pixels in the image bands, a new approach implemented by MLM neural network is presented in this paper by utilizing highly non-linear morphological neuron for image processing, clear color images of high quality can be obtained. Simulation results are also given finally.
Keywords :
image colour analysis; image restoration; neural nets; MLM neural network; color images restoration; high quality color images; image bands; image processing; multilayer morphological neural network; nonlinear morphological neuron; Color; Computer networks; Feedforward neural networks; Image restoration; Mathematical model; Morphology; Multi-layer neural network; Neural networks; Neurons; Pixel;
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
DOI :
10.1109/ICMLC.2003.1260037
