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Rishiii57

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Rishiii57

During this period, work focused on enhancing the accuracy of template matching in the opencv/opencv repository by addressing a precision loss issue in TM_SQDIFF for 8-bit images. The solution involved introducing a CV_64F intermediate buffer during cross-correlation and common_matchTemplate operations, followed by conversion back to CV_32F to maintain API compatibility. This approach resolved discrepancies that previously caused non-zero differences when identical images and templates were compared, particularly for common patch sizes. The change was implemented in C++ and leveraged computer vision and image processing expertise, resulting in a robust, well-documented fix with minimal performance impact.

Overall Statistics

Feature vs Bugs

0%Features

Repository Contributions

1Total
Bugs
1
Commits
1
Features
0
Lines of code
3,295,114
Activity Months1

Your Network

217 people

Work History

May 2026

1 Commits

May 1, 2026

Summary for 2026-05 (opencv/opencv): Implemented a precision-critical fix for Template Matching on 8-bit images, improving accuracy and reliability of TM_SQDIFF results. The change introduces a CV_64F intermediate buffer for cross-correlation and common_matchTemplate when processing CV_8U depth with TM_SQDIFF or TM_SQDIFF_NORMED, followed by conversion back to CV_32F for the final output. This resolves precision loss that caused non-zero diffs when image and template are identical (issue #21786). The work preserves API compatibility and offers robust results across typical patch sizes (e.g., 25x25) with minimal performance impact.

Activity

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Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++

Technical Skills

C++ developmentcomputer visionimage processing

Repositories Contributed To

1 repo

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

opencv/opencv

May 2026 May 2026
1 Month active

Languages Used

C++

Technical Skills

C++ developmentcomputer visionimage processing