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opencv_contrib/modules/cudaarithm
Troels Ynddal 84024547e3 Merge pull request #3970 from troelsy:4.x
Fix race condition in Otsu's method #3970

I found that in some cases, Otsu's method can have two or more equal thresholds. In case of the CUDA implementation, this would create a race-condition where the last thread to write the output gets to choose which Otsu threshold to use. The resulting image from cv::cuda::threshold would be the same, but the returned threshold would vary for each run.

I solve this by first doing a poll to check if there are multiple matches with `__syncthreads_count`. If not, we can return the threshold as before. If there are more than one, the kernel does a minimum reduction to find the lowest threshold that matches the otsu score. It doesn't matter which threshold you choose as long as it is consistent, so I choose the smallest one.

I'm unsure when `__syncthreads_count` as introduced, but it is compatible with CC≥2.0. CUDA Toolkit's archive only goes back to version 8.0, but it was documented back then (https://docs.nvidia.com/cuda/archive)


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- [x] I agree to contribute to the project under Apache 2 License.
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      Patch to opencv_extra has the same branch name.
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2025-07-17 09:36:33 +03:00
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