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How Does ImageFeatureTrack Work? Can it Track Shapes?

Posted 10 years ago
POSTED BY: Kosmut Chodik
5 Replies
Posted 9 years ago

Maybe try MorphologicalPerimeter before ImageFeatureTrack?

http://reference.wolfram.com/language/ref/MorphologicalPerimeter.html

POSTED BY: Dan Von Kohorn

Hi,

(i) As of version 10.4.1, ImageFeatureTrack uses "corners" to track positions across several images. This is similar to https://users.cs.duke.edu/~tomasi/papers/shi/TR_93-1399_Cornell.pdf Conceptually, the corners are detected as in ImageCorners, and tracked on successive images by best fitting the match of local regions around each corner.

(ii) Not at the moment

(iii) That's a great suggestion --- future versions of Mathematica will have tools to make such applications a bit easier. It would be nice if you could find an implementation of Active Shape Models or Snakes in Mathematica in the meanwhile. As a side note, the function ChanVeseBinarize is pretty good at fitting a contour to objects for binary segmentation.

POSTED BY: Matthias Odisio
Posted 9 years ago

Hi Matthias,

Can you provide any links to implementation of Active Contours in Mathematica? I searched on Wolfram Demonstrations and didn't see anything. Also, can you provide any further documentation or examples or how to use ChanVeseBinarize beyond what's available in the Mathematica help? I have tried to use ChanVeseBinarize with a white mask that has been generated from broadly cropping around an object of interest and I couldn't seem to get any better results than LocalAdaptiveBinarize. My expectation was that ChanVeseBinarize would shrink the cropped mask to closely fit the contour of the object of interest but I don't see this happening. Any tips?

Thanks,

Kosmut

POSTED BY: Kosmut Chodik

Hi Kosmut,

Would you mind posting this example that you tried to use ChanVeseBinarize on? It will help greatly for tips.

POSTED BY: Matthias Odisio
Posted 10 years ago

My wild guess would be it's based on SURF or SIFT methods, like ImageKeypoints.

POSTED BY: Jari Kirma
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