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Dimitri Vlachos

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Dimitri Vlachos

Worked on the dials/dials repository to address a bug in the spot-finding pipeline related to mask-aware erosion. Focused on improving the algorithm by modifying the erosion check to exclude masked pixels, treating them as true in the dispersion threshold mask. This adjustment prevented masked pixels from causing incorrect spot erasure and misclassification of strong pixels near masked regions, thereby enhancing the reliability of spot detection. The solution was implemented in C++ and leveraged skills in algorithm development and image processing. The work demonstrated careful attention to edge cases in scientific image analysis, resulting in a targeted and robust bug fix.

Overall Statistics

Feature vs Bugs

0%Features

Repository Contributions

1Total
Bugs
1
Commits
1
Features
0
Lines of code
26
Activity Months1

Work History

April 2025

1 Commits

Apr 1, 2025

April 2025: Delivery of a mask-aware erosion fix in the spot-finding pipeline to prevent incorrect spot erasure due to masked pixels. Excluded masked pixels from erosion checks by treating them as true in the dispersion threshold mask, addressing misclassification near masked regions. Change implemented in dials/dials and tied to commit e4527ba53b125ce2268d1e6fdc8583abc8240dbb (issue #2790).

Activity

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Quality Metrics

Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance60.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++

Technical Skills

Algorithm DevelopmentImage Processing

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

dials/dials

Apr 2025 Apr 2025
1 Month active

Languages Used

C++

Technical Skills

Algorithm DevelopmentImage Processing