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CMorph

4.0

4.0 | 1 rating Rate this file 5 Downloads (last 30 days) File Size: 2.46 MB File ID: #21788
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CMorph

by Brian Schmidt

 

16 Oct 2008 (Updated 15 May 2009)

Tracking algorithm for cell motion and morphology

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Description

This is a basic cell tracker for use on uncompressed AVI files, ideal for use with videos where the image of the cell overlap much frame-to-frame. If you use it to generate data for publication please cite the conference paper in the readme file, which you might want to read anyway if you want to use. Sample video to track and paper available at lab website: bme.virginia.edu/lawrence. I'm working on a multiparticle version of the algorithm which also better tracks low-temporal resolution data and compressed input formats. I will post it when I work more of the bugs out. Please contact me if you are interested in the alpha version.

Acknowledgements
This submission has inspired the following:
MCShape
Required Products Image Processing Toolbox
MATLAB release MATLAB 7.2 (R2006a)
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Comments and Ratings (2)
09 Mar 2009 Cong Zhou

Hello, without the avi files, I cannot judge the effect of this algorithm, so can you give me a link to obtain this avi?

31 Mar 2009 Brian Schmidt

Hello,
Here is the link to the sample video file:

http://bme.virginia.edu/lawrence/tracking/sampleflowgrav3um60X500fps050901b1.avi

The multiparticle version, which I'm calling MCShape, is working pretty well for the flow cell assays, I will upload the *.m file once the corresponding paper is submitted/accepted.

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Updates
15 May 2009

Fixed errors in the position guessing strategy the algorithm employs when it cannot locate the object using the previous centroid as the starting guess. Please let me know if you uncover any bugs.

Tag Activity for this File
Tag Applied By Date/Time
biotech Brian Schmidt 22 Oct 2008 10:24:56
pharmaceutical Brian Schmidt 22 Oct 2008 10:24:56
cell tracking Brian Schmidt 22 Oct 2008 10:24:56
morphology Brian Schmidt 22 Oct 2008 10:24:56
rolling Brian Schmidt 22 Oct 2008 10:24:56
biotech John Jung 21 Apr 2009 19:33:35

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