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What kind of image operation you are referring to? Sigmentation, filtering, transform, and etc. You have to tell what image operation you are looking to before to search for the best algorithm for that specific image operation.
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Oooh... for image restoration, I would say the current research is on Superesolution Reconstruction or Exclusive Reconstruction
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