Title :
The influence of the MLP´s output dimension on its performance in image restoration
Author :
A. Dumitras;V. Lazarescu
Author_Institution :
Dept. of Electron. & Telecommun., Politehnic Inst. of Bucharest, Romania
Abstract :
The influence of the multilayer perceptron´s output dimension on its performance in digital image restoration is studied. We present experimental results for images degraded with Gaussian noise, mixed (Gaussian and impulsive) noise, and pure impulsive noise, together with preliminary conclusions concerning improvement of multilayer perceptron´s performance in the image restoration task.
Keywords :
"Image restoration","Degradation","Gaussian noise","Nonlinear filters","Artificial neural networks","Multilayer perceptrons","Nonhomogeneous media","Digital images","Statistics","Signal processing"
Conference_Titel :
Circuits and Systems, 1996. ISCAS ´96., Connecting the World., 1996 IEEE International Symposium on
Print_ISBN :
0-7803-3073-0
DOI :
10.1109/ISCAS.1996.539896
