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lcmrl avatar lcmrl commented on July 19, 2024

Hi, do you still have the problem?

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YaroslavShchekaturov avatar YaroslavShchekaturov commented on July 19, 2024

Hi!

Yes, it usually happens in a changing lighting condition when the algorithm fails to align the image.

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lcmrl avatar lcmrl commented on July 19, 2024

Yes it is because the erroneous detection of a loop closure. For how it is implemented now I think you can only play with the commented options, but I do not think they will help a lot
image

The solution is in doing loop-closure detection with deep approaches, but not implemented yet in colmap-slam. For offline processing you could try to use this repo https://github.com/3DOM-FBK/deep-image-matching where for instance you can use deep image retrieval that is more robust for loop closure detection.

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YaroslavShchekaturov avatar YaroslavShchekaturov commented on July 19, 2024

got it! Thank you very much!

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lcmrl avatar lcmrl commented on July 19, 2024

Good, if you find any problems do not hesitate to open an issue or if you want to collaborate on the project simply edit and ask for merging changes, any help is welcome!

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