InsightSoftwareConsortium / InsightSoftwareConsortium/ITK

StructureTensor speed up.

Open
#6,345 0 comments 0 reactions 0 assignees View on GitHub
Dominant language
C++
Stars
1.7k
Forks
748
Avg merge
1d 1h
Merged PRs (30d)
64

Description

The computation of large StructureTensor is slow. For example when used with a large number of Riesz components in the related ImageToImageFilter. See InsightSoftwareConsortium/ITKIsotropicWavelets#62 for the ongoing renaming and refactor.

- [ ] NeighborOperators are slow. Upload profiler result to show it.

- [ ] Check if we can speed it up avoiding boundary checking: https://itk.org/Doxygen/html/structitk_1_1NeighborhoodAlgorithm_1_1ImageBoundaryFacesCalculator.html
- [ ] Explore creating a compile type version, using FixedMatrix instead of VariableSizeMatrix. The number of inputs would be a template parameter.

Contributor guide

Open the contributing guide

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.