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TLD Tracker (aka Predator)

asked 2012-10-11 04:28:05 -0500

zerog80 gravatar image

updated 2012-10-11 04:29:13 -0500

Hi! :) Is an OpenCV implementation of the TLD Real Time Tracker planned for a future release?

OpenTLD is an already written C++ implementation that could be easily integrated into OpenCV:

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answered 2012-10-11 05:46:17 -0500

imran gravatar image


an OpenCV C++ version already exists although its not in the OpenCV library yet. Here is the link, its a ported version by George Nebehay,

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Thanks, I'll take a look at it! :)

zerog80 gravatar imagezerog80 ( 2012-10-13 10:37:40 -0500 )edit

answered 2015-05-26 01:32:51 -0500

beahacker gravatar image

Hi, In a demo of opencv Tracking algorithm, you can use several algorithms such as BOOSTING, TLD, MIL, MEDIANFLOW.
I tested it and found that BOOSTING algorithm is more robust to fast motion than other trackers. My dataset is sports dataset, so it contains many videos with fast motions. Other than that, STRUCK tracking is one of the best in current tracking benchmark The STRUCK implementation can be found on Github or my adapted and modified version

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Ill definitly try that new algorithm. It's for openCV3.0 contrib tracking module right?

mubb gravatar imagemubb ( 2015-08-24 09:25:42 -0500 )edit

Hi Mubb, yes it is in OpenCV 3.0

beahacker gravatar imagebeahacker ( 2015-09-15 06:17:26 -0500 )edit

answered 2014-12-05 16:37:45 -0500

Cerin gravatar image

Although I haven't used it, a TLD implementation is included in the upcoming 3.0.0 release, which is currently in beta.

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Yes, but it's very slow :(

mubb gravatar imagemubb ( 2015-10-08 03:27:22 -0500 )edit

answered 2014-12-08 23:01:34 -0500

Petty gravatar image

You can get it now by pulling in the contrib repository and building it. I just pulled in the tracking project and ahd it built. The TLD algorithm routinely crashed on me, and wasn't as good as all o the online videos show (don't know if it was overtuned, or the OpenCV implementation could use some polish).

I found the MILTrack algorithm in the contrib branch to be phenomenal though. Quite good.

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I tested MIL, BOOSTING, MEDIANFLOW, TLD. None of them is good for sports datasets.

beahacker gravatar imagebeahacker ( 2015-05-14 00:55:06 -0500 )edit
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Asked: 2012-10-11 04:28:05 -0500

Seen: 9,861 times

Last updated: May 26 '15