add xfeat+lighterglue and pairs from sequential #441
+269
−2
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Its been a little while since this PR got opened and I was hoping we could bring sequential matching!
#175
added exponential matching + loop closure using retrival based on this https://gitlab.ethz.ch/z-ricityslam/hloc_fork
I tested with South Building dataset since its sort of sequential (to make sure the loop closure worked).
Here is a video of the reconstruction + pairs generated. sequential matcher lead to a significant reduction in pairs created and lead to a good speedup in reconstruction!
sequential-reconstruction-2024-12-04_12.07.41.mp4
sequentail-matches-av1.mp4
I also included xfeat feature detector + lighterglue matcher from the great work over at https://github.com/verlab/accelerated_features
@sarlinpe let me know what I can do to help get this merged!