Blind deconvolution in a noisy and band-limited context

New modified mutual information criteria have been proposed for the deconvolution problem in the presence of noise and with non invertible convolution filter. Closed form formula for the derivative of the criteria are obtained. Simulations results are provided showing the good performance of the method.