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provide loop information from other algorithm

Open CanCanZeng opened this issue 3 years ago • 2 comments

Hi, is there any way to provide loop closing information to maplab? I find that in some difficult case, use default descriptor will fail in closing loop, so I wonder if I can use other way to find loop (like sift or superpoint), or just give good candidates using netvlad.

CanCanZeng avatar Jun 08 '21 11:06 CanCanZeng

@CanCanZeng thanks for your question. What you propose is definitely feasible, you would need however to interface with the following modules:

  • LoopDetectorNode (the high level node that queries for global localization)
  • LoopDetectorHandler (the module that summarizes the matches and runs RANSAC geometric verification on the results + merges the landmarks)

Hope that helps!

dymczykm avatar Jun 09 '21 10:06 dymczykm

Thank you for your help! I will look into these code.

CanCanZeng avatar Jun 09 '21 10:06 CanCanZeng