Classic wavelet algorithm not working great

royerlab / aydin

Aydin — User-friendly, Fast, Self-Supervised Image Denoising for All.

https://royerlab.github.io/aydin/

BSD 3-Clause "New" or "Revised" License

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Classic wavelet algorithm not working great #116

Open AhmetCanSolak opened 2 years ago

AhmetCanSolak commented 2 years ago

I feel like after #114 our classic wavelet algorithm started to work not-so-good @royerloic . I know it was not one of the stronger algorithms we have to start with but still wanted to drop this reminder for us to discuss to see if we can improve its denoising performance.

royerloic commented 2 years ago

Tried to improve a bit, wavelet denoising is great at denoising images that have very little noise, but not so much at denoising images with lots of noise...

AhmetCanSolak commented 2 years ago

I also observe issues with robustness in wavelet tests actually @royerloic . I will make tests more relax and we can keep it still as a reference option.