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Scale-adaptive object tracking

asked 2020-08-10 13:16:17 -0600

rgov gravatar image

The KCF tracker built into OpenCV does a very good job of tracking an object as it moves relative to the camera, but the size of the bounding box is fixed, and it does not adapt to the scale of the object changing.

Are there algorithms with similar performance that are able to adapt to the gradually changing scale of the object?

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answered 2020-08-11 10:08:18 -0600

berak gravatar image

let's see, what we have:

can resize:

TLD           yes
BOOSTING      no
CSRT          yes
MIL           yes
KCF           no
MOSSE         no
GOTURN        ??
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Asked: 2020-08-10 13:16:17 -0600

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Last updated: Aug 11 '20