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180                                                                       3 Image processing


                                Ex 3.31: Inference in de-blurring—challenging  Write down the graphical model corre-
                                sponding to Figure 3.59 for a non-blind image deblurring problem, i.e., one where the blur
                                kernel is known ahead of time.
                                   What kind of efficient inference (optimization) algorithms can you think of for solving
                                such problems?
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