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Image Restoration by MRF andConventional FiltersMSEOriginal ImageDegraded ImageStatistical MethodLowpassFilter(3x3)(5x5)327388413MedianFilter(3x3)(5x5)4864451MSE =| V |∑ ( x − ˆ ) 2i x ii∈VRestoredImageMRF(3x3) Lowpass(5x5) Median10 June, 2009 CIVM200906 (Kyoto) 32