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jonperdomo avatar jonperdomo commented on September 2, 2024

Can you please try lowering the gating area parameter in params.txt?

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jonperdomo avatar jonperdomo commented on September 2, 2024

I will test that and get back to you.

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HuMengjing avatar HuMengjing commented on September 2, 2024

Yeah, actually I set the gating area to 6, and my input is ground thruth(no false alarm), which means there is only one measurement can be included in the gating area.
I'm thinking maybe there is too many vertices and edges for the MWIS( when the number of tracks reach 70, it feels like to loop forever in the bron_kerbosch() function), so I am wondering how many detections a frame could it handle and what is the N-scan window size you set? Thanks a lot :>

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jonperdomo avatar jonperdomo commented on September 2, 2024

Yes, I think I will try the NetworkX maximum-weighted matching implementation to see if there is an improvement in performance. For track pruning, I set an N-scan window of 1. I will also add a user-defined parameter for this, but you can modify it here in the code:

K = 1 # Frame look-back for track pruning

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MarwanMansour avatar MarwanMansour commented on September 2, 2024

Any updates on this? I run into the same problem. The MWIS part is taking very long in the second frame with 14 detections.

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asafroth91 avatar asafroth91 commented on September 2, 2024

Any update on this? Its super slow

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jonperdomo avatar jonperdomo commented on September 2, 2024

I have added two missing pruning parameters from the paper: Bth for setting the maximum number of branches, and Nmiss for the maximum number of consecutive frames with missing observations for a track in commit 5627c53. Please try adjusting these parameters to improve performance.

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HuMengjing avatar HuMengjing commented on September 2, 2024

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