james-guevara / HyTrack

Tracking neurons in hydra vulgaris

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HyTrack

Tracking neurons in Hydra vulgaris

The code consists of 3 parts.

  1. Detection
  2. Tracking
  3. Tracklet association

The detection algorithm we use is adapted from u-track, described here: http://lccb.hms.harvard.edu/software.html The detection algorithm itself is the one described in Supplementary Note 2 http://www.nature.com/nmeth/journal/v5/n8/extref/nmeth.1237-S1.pdf

The tracklet association is described here: https://www.robots.ox.ac.uk/~vgg/rg/papers/huang_etal__robust_object__eccv2008.pdf

We use the GPML toolbox (for obtaining motion affinity). Download from here: http://www.gaussianprocess.org/gpml/code/matlab/doc/

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Tracking neurons in hydra vulgaris


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