The influence of the MLP's output dimension on its performance in image restoration

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.