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1.1.1 Exact image enhancement

The sophisticated approach to handle this noise problem is to deconvolute the image under constraints, usually penalty functions for high frequencies in the restored image. Unfortunately, this is computationally expensive -- it requires heuristics and there is no scalable or otherwise efficient algorithm to find acceptable heuristics or perform the deconvolution itself.

Kevin Pulo