KitwareMedical / KitwareMedical/ITKUltrasound

Improve parallelism of itk::BlockMatching::ImageRegistrationMethod

Open
#92 0 comments 0 reactions 0 assignees View on GitHub
Dominant language
C++
Stars
57
Forks
23
PR merge metrics
No merged PRs in 30d

Description

Split `GenerateData` into `BeforeThreadedGenerateData`, `DynamicThreadedGenerateData`, and `AfterThreadedGenerateData`.

`itk::BlockMatching::MetricImageFilter` and descendants will need to implement `InternalClone` for use in `DynamicThreadedGenerateData`.

Contributor guide

No contributing guide indexed for this repository

Research direction

Start by locating itk::BlockMatching::ImageRegistrationMethod::GenerateData and the itk::BlockMatching::MetricImageFilter descendants. Trace how these classes currently handle threading and cloning, then split the work across the three threaded-generation stages and ensure the descendants provide InternalClone for dynamic threading.

Written by the indexing model from the issue text.

Assessment

Tech stack
cpp
Domain
computer-vision, performance
Issue type
Refactor
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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