dyhBUPT / StrongSORT

[TMM 2023] StrongSORT: Make DeepSORT Great Again
GNU General Public License v3.0
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AFLink & GSI order #111

Closed TanganHitam1 closed 1 month ago

TanganHitam1 commented 1 month ago

Is it a must to put AFLink first then GSI after that?, or what's the reason to put AFLink first before GSI?

dyhBUPT commented 1 month ago

Hi, that's because I think good association can benefit interpolation. You can also try to perform GSI first and check the difference.

TanganHitam1 commented 1 month ago

What's the benefit of interpolation from a good association?, is it better if we get a better detection first using interpolation so we will get a better association

dyhBUPT commented 1 month ago

Assume we have one tracklet ranging from frames 1 to 10, and have another tracklet from 15 to 30. AFLink can associate these two tracklets, ranging [1, 2, ..., 10, 15, 16, ..., 30]. Then GSI can generate the missing detections from frames 11 to 14.

TanganHitam1 commented 1 month ago

Ahhh okay, that makes perfect sense, thank you so much

dyhBUPT commented 1 month ago

😊