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Updated August 10, 2008

Debluring and reducing noise at the same time

Filed under: Reshading examples — subpic @ 8:46 pm

Debluring means reducing the blur in an image. It is generally done by sharpening. This in turn introduces noise. But, also denoising introduces blur. Doing both at the same time is not an easy task. What follows is a way of using reshade to help with this.

A noisy and blurry image of lizard skin

cskin_noise_blur.jpg

It is easily noticeable that when shrinking an image most of its (high frequency) noise and (low frequency) blur disappears. This observation is the main idea here. The image is downsized until both noise and blur are reduced to an acceptable level. Photoshop’s bicubic resize with “best for reduction” is used:

cskin_downsize.jpg

The task denoiseing and debluring is passed to the reshade algorithm. Here’s the upsized version starting from the above image (100 sharpen value):

Reshaded and upsize lizard skin

csking_upsized.jpg

Some images look better than others when doing this, so varying the sharpen value and resize factor is very important. Try this out free with the online image resizer from reshade.com.

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