Short Description

TrackProcessor for the TrackManager plugin that allows computing several measures of tracking performance. It proceeds by computing optimal pairs between a set of reference tracks and a set of candidate tracks. Several measures are provided based on the pairing. Color coding of the tracks is used for illustrating the different types of pairs.

Documentation

This plugin allows computing performance measures for tracking methods. Two sets of tracjectories (TrackSegment objects in the SwimmingPool of Icy) are compared based on an exhaustive set of measures. For acomplete description of tracking measures and examples, please refer to the supplementary information of the following article: http://www.ncbi.nlm.nih.gov/pubmed/24441936 from page 94 to page 107. Please contact me (nicolas.chenouard.dev@@@gmail.com) in case you cannot access the supplementary information.


The software is a specialized plugin for the TrackMager plugin that ships useful features for trajectory display, analysis and manipulation. Make sure that the TrackManager plugin is installed before attempting to use the software. The performance measure plugin can then be started from the TrackManager interface by selecting it in the TrackProcessor list.

By using this plugin, you explicitly agree to properly reference the following article in any of your scientific communications exploiting it:

http://www.ncbi.nlm.nih.gov/pubmed/24441936

Objective Comparison of Particle Tracking Methods

N. Chenouard, I. Smal, F. de Chaumont, M. Maška, I. F. Sbalzarini, Y. Gong, J. Cardinale, C. Carthel, S. Coraluppi, M. Winter, A. R. Cohen, W. J. Godinez, K. Rohr, Y. Kalaidzidis, L. Liang, J. Duncan, H. Shen, Y. Xu, K. E. G. Magnusson, J. Jaldén, H. M. Blau, P. Paul-Gilloteaux, P. Roudot, C. Kervrann, F. Waharte, J. Y. Tinevez, S. L. Shorte, J. Willemse, K. Celler, G. P. van Wezel, H. W. Dan, Y. S. Tsai, C. Ortiz de Solórzano, J. C. Olivo-Marin, E. Meijering

Nature Methods, vol. 11, no. 3, March 2014, pp. 281-289

Thank you!

Nicolas Chenouard

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Changelog

  • Version 0.0.1.11 • Released on: 2014-04-16 16:03:27
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    Description:

    Fixed a minor bug and depraction issues.

  • Version 0.0.1.10 • Released on: 2013-06-11 23:33:39
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    Description:

    minor fix

  • Version 0.0.1.9 • Released on: 2013-06-11 22:49:38
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    Description:

    Added features:
    - compute distance between detections of paired tracks
    - compute Mean Squared Displacements (MSDs) for each set of tracks
    - compute the instantaneous velocity for each set of tracks

    But not integrated in the GUI yet.

  • Version 0.0.1.8 • Released on: 2012-04-27 06:15:45
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    Description:

    Added detection accuracy measures

  • Version 0.0.1.7 • Released on: 2012-04-24 10:21:30
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    Description:

    New improved algorithm. 50x faster for big dataset.

  • Version 0.0.1.6 • Released on: 2012-04-19 11:57:22
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    Description:

    Now compatible with the ISBI Challenge scoring plugin

  • Version 0.0.1.5 • Released on: 2012-02-11 01:18:32
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    Description:

    handle virtual detections

  • Version 0.0.1.4 • Released on: 2012-02-10 16:34:58
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    Description:

    removed beta flag

  • Version 0.0.1.3b • Released on: 2012-02-06 22:49:19
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    Description:

    Fixed a small issue in the matching algorithm

  • Version 0.0.1.2b • Released on: 2012-02-04 20:13:57
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    Description:

    Fixed too deep recursion issue.
    Added clustering to the track matcher.

  • Version 0.0.1.1b • Released on: 2012-02-03 18:17:07
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    Description:

    Changed a bit the GUI and excluded TrackGroup objects with null description.

  • Version 0.0.1.0b • Released on: 2012-02-03 16:18:24
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