Homography transformation

[ilbash98]

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• I have searched the BoxMOT issues and found no similar enhancement requests.

Description

Can we extend tracker to homography transformation ?
https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=1301&context=studentpub

Use case

No response

Are you willing to submit a PR?

• Yes I'd like to help by submitting a PR!

[mikel-brostrom]

https://github.com/mikel-brostrom/boxmot/wiki/BoostTrack-warp-mode-experiments

[AlexanderNevarko]

Hello, Mikel!
What dataset are these metrics measured on?
Seems like different motion models are more or less suitable for different tasks.

[mikel-brostrom]

But absolutely @AlexanderNevarko. Those results are for MOT17. I am on vacations right now. But make sense to implement this for custom datasets!

[github-actions]

👋 Hello, this issue has been automatically marked as stale because it has not had recent activity. Please note it will be closed if no further activity occurs.
Feel free to inform us of any other issues you discover or feature requests that come to mind in the future. Pull Requests (PRs) are also always welcomed!

[mikel-brostrom]

You can switch to HOMOGRAPHY by changing this value:

boxmot/boxmot/motion/cmc/ecc.py

Line 24 in edbf2b5

warp_mode: int = cv2.MOTION_TRANSLATION,

to

cv2.MOTION_HOMOGRAPHY