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WIP : prefilter denoise module #102

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WIP : prefilter denoise module #102

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aurelienpierre
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@aurelienpierre aurelienpierre commented Feb 23, 2023

Add a prefiltering step using 3D guided filter and guided laplacian to exploit inter-channel correlations to :

  • remove chroma noise,
  • remove chromatic aberrations,
  • remove luma noise,
  • sharpen without increasing the noise.

It uses the noise profiles in an Anscombe transform for proper mixed gaussian-laplacian noise distribution.

Can be used alone as a demosaic post-filter dealing with aberrations or as a pre-filter for the non-local means denoising (non-local means deal with intra-channel spatiality, this with inter-channel correlation).

@sonarqubecloud
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SonarCloud Quality Gate failed.    Quality Gate failed

Bug A 0 Bugs
Vulnerability A 0 Vulnerabilities
Security Hotspot A 0 Security Hotspots
Code Smell A 66 Code Smells

No Coverage information No Coverage information
7.0% 7.0% Duplication

idea Catch issues before they fail your Quality Gate with our IDE extension sonarlint SonarLint

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Quality Gate Passed Quality Gate passed

The SonarCloud Quality Gate passed, but some issues were introduced.

66 New issues
0 Security Hotspots
No data about Coverage
3.0% Duplication on New Code

See analysis details on SonarCloud

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