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jjhbw / mosse-tracker

A proof-of-concept implementation of the MOSSE video object tracking algorithm by Bolme et al.
MIT License
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Accurate Scale Estimation for Robust Visual Tracking #4

Open xd009642 opened 2 years ago

xd009642 commented 2 years ago

There is an extension on the mosse-tracker which uses image pyramids to get different patches for training the filters and this provides a tracker which is more robust to scale changes and apparently faster http://www.bmva.org/bmvc/2014/papers/paper038/index.html it's the paper dlib used for their correlation tracker as well.

This issue is mainly testing the water on if you'd be interested in such a feature being added as I may try to tackle this

jjhbw commented 2 years ago

Sounds great! Happy to merge a PR for that.

xd009642 commented 2 years ago

Also as a side note for testing do you have the video used for the demo app? I tried to download the one in the readme/blogpost and the tracking rectangles are initialised at the bottom of the road where it's just blank tarmac so I guess the demo is for a different video?

jjhbw commented 2 years ago

I uploaded the video and posted a link to it at the bottom of the blog post.