image-rs / image-rs/imageproc

Add non-local-means image denoising

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enhancement medium
Dominant language
Rust
Stars
979
Forks
181
Avg merge
5m
Merged PRs (30d)
4

Description

A naive implementation would be extremely slow, so we should probably implement something like this: http://www.gipsa-lab.grenoble-inp.fr/~laurent.condat/publis/condat_resreport_NLmeansv3.pdf.

Contributor guide

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reading the linked Condat report on non-local-means denoising and inspecting imageproc's existing image-processing entry points. Define the algorithm's API and verify the implementation with representative denoising tests; the issue provides no specific files or test locations.

Written by the indexing model from the issue text.

Assessment

Tech stack
rust
Domain
computer-vision
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
30/100

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