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how do I remove outliers from goodFeaturesToTrack?

asked 2015-04-16 08:31:50 -0500

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I looking for some kind of method in which i can remove outlying points or spurious features retrieved from the goodFeatureToTrack function in openCv?

Any suggestion?

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answered 2015-04-16 11:19:27 -0500

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You can try several heuristics once you get the features. Some ideas:

  1. Discard items that are too long/short. Maybe calculate the mean and standard deviation and discard features that are more than mean + 2standard deviation or less than mean - 2standard deviation.
  2. If you have a sequence, tracking vector from N to N+1 should be similar to N-1 to N.
  3. Try different feature tracking by OpenCV - FAST, SIFT, SURF etc. Each one has advantages/disadvantages based on the features you are trying to track.
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Asked: 2015-04-16 08:31:50 -0500

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Last updated: Apr 16 '15