Iterative global and local methods of image restoration |
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| Authors: | O Milukova V Kober V Karnaukhov I A Ovseyevich |
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| Affiliation: | 1.Institute for Information Transmission Problems Bolshoi Karetnii 19,Moscow,Russia;2.Department of Computer Science,Division of Applied Physics CICESE,Ensenada,Mexico |
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| Abstract: | Most of the reconstruction algorithms smooth out the edges of the reconstructed images but iterative total variation regularization
and local adaptive methods preserve the edge information without any prior knowledge about the image geometric details. The
restoration performance of the proposed algorithms for image deblurring is compared in terms of the mean squared error. Computer
simulation results are provided and discussed. |
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