Question: What is difference between Image restoration and Image Enhancement? What do they have in common?
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Mumbai University > Computer Engineering > Sem 7 > Image Processing.

Marks: 6 M

Year: May2012, Dec2013

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modified 3.5 years ago  • written 3.5 years ago by gravatar for Juilee Juilee2.5k
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  1. Image restoration and the image enhancement techniques aim at improving the image quality and both the techniques can be performed in both spatial and frequency domains.
  2. The difference between image enhancement and image restoration is given below:
Criterion Enhancement Restoration
Result Evaluation Objective Subjective
Modeling of Degradation No Yes
Use of Prior Knowledge No Yes
  1. Image enhancement is largely a subjective process which means that it is a heuristic procedure designed to manipulate an image in order to achieve the pleasing aspects of a viewer. On the other hand image restoration involves formulating a criterion of goodness that will yield an optimal estimate of the desired result.

  2. In image enhancement the degradation is not usually modeled. Image restoration attempts to reconstruct or recover an image that has been degraded by using the prior knowledge of the degradation. That is restoration techniques try to model the degradation and apply the inverse process in order to recover the original image.

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written 3.5 years ago by gravatar for Juilee Juilee2.5k
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