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Question: reducing blinking and bounding box jitter

Open LaCandela opened this issue 5 years ago • 4 comments

To what extent can we expect this method to reduce bounding box blinking and jittering? What parameters can I try to improve the bounding box stabilization effect? So far I see no difference in terms of bbox stability with and without SORT in my own project (autonomous vehicle dataset)

LaCandela avatar Jul 17 '20 09:07 LaCandela

I want to figure out the same problem. Does SORT solve the problem of jittering using kalman filter or not?

qiangzhou7 avatar Oct 26 '20 02:10 qiangzhou7

Hey @abewley, I'm facing the same problem, do you have any solution?

Auth0rM0rgan avatar Nov 02 '20 20:11 Auth0rM0rgan

I think I have solved this problem. Firstly, you need increase the speed of detection, 30fps. Secondly, the sort do decrease the jittering using kalman filter.

qiangzhou7 avatar Nov 03 '20 02:11 qiangzhou7

@bamboosdu, will try your suggestion. What value have you set for max_age and min_hits???

Auth0rM0rgan avatar Nov 03 '20 11:11 Auth0rM0rgan