Blind Image Restoration Based on the Recursive Prediction Error Method
Toyoshi Nogami, Mitsuru Matsubara, K. Nakamuro, Sueo Sugimoto · Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications · 2005
We develop a 2-D image restoration and identification algorithm only using the blurred noisy images without any a priori knowledge of original images. A generalized semicausal stchastic image models are identified by applying the ARMA adaptive algorithm combined with the spectral factorization. Finally, we show experimentally the effectiveness of our proposed blind image restoration algorithm by using monochromatic real images.