Add registration-related ops
- Dominant language
- Java
- Stars
- 94
- Forks
- 44
- PR merge metrics
- No merged PRs in 30d
Description
It would be great to have all steps required for descriptor-based registration available as ops:
* [x] `filter.differenceOfGaussian` (exists, but with its acronym that might not be obvious for newbies: `filter.dog`) and `filter.laplacianOfGaussian`
* [ ] `localExtrema(List> out, RandomAccessibleInterval in, T threshold?)` (with optional sub-pixel localization)
* [ ] `descriptorMatching(InvertibleRealTransform out, List> in1, List> in2)` or similar
* [x] `realTransform(RandomAccessibleInterval in, InvertibleRealTransform transform)` like implemented in https://github.com/imagej/imagej-ops/pull/533
Contributor guide
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Research direction
Review the existing filter.differenceOfGaussian and filter.laplacianOfGaussian ops, then inspect the realTransform implementation and linked pull request 533. Define and implement the remaining localExtrema and descriptorMatching ops, including the optional sub-pixel localization, so all unchecked registration steps are available as ops.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- java
- Domain
- computer-vision
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100