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Active Contours implementation & test platform GUI

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Active Contours implementation & test platform GUI

by Nikolay S.

 

03 Feb 2011 (Updated 28 Jun 2011)

Implementation and demonstration of several active contours segmentation methods.

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Description

This program was written as a part of the “Medical Imaging” course. Together with Alex Blekhman (http://www.mathworks.com/matlabcentral/fileexchange/authors/26540)- my partner we have implemented the paper "Active Contours without Edges" by Tony Chan and Luminita Vese. We wrapped it up with a GUI to allow easy parameters change and segmentation process view and results storage for future analysis.
Later on we have added two existing implementation of additional methods to compare between the methods, and to learn each. The method are:
1)
Implementation of "Level Set Evolution Without Re-initialization: A New Variational Formulation" in Proceedings of CVPR'05, vol. 1, pp. 430-436.
Author: Chunming Li, all rights reserved.
E-mail: li_chunming@hotmail.com
URL: http://www.engr.uconn.edu/~cmli/
2)
Implementation of "Localizing Region Based Active Contours" in “Image Processing, IEEE Transactions on “ im Nov. 2008 by Lankton and Tannenbaum.
Coded by: Shawn Lankton (www.shawnlankton.com)

This is the place to thank both authors for the code contribution.

The users who download this code are welcome to play with it, to try and learn the above segmentation schemes. Moreover, additional methods can be added, and the GUI may serve as a convenient platform for segmentation methods understanding, analysis and comparisons.
Best segmenting you all!

Acknowledgements

The author wishes to acknowledge the following in the creation of this submission:
An Intuitive Introduction to Kalman Filter

Required Products Image Processing Toolbox
MATLAB release MATLAB 7.9 (2009b)
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Comments and Ratings (2)
12 Aug 2011 Luis

I believe this submission requires Statistics Toolbox and Signal Processing Toolbox.

15 Aug 2011 Nikolay S.

Good morning Luis.
Thanks for your comment.
I've checked this issue with "depfun". Signal processing toolbox is needed for gausswin command(which can be replcaed). Statistics Toolbox is not needed- I haven't found any fnction from this toolbox in the code, and I was able to run the GUI properly, on Matlab instalation without this toolbox.
  

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Updates
04 Feb 2011

Acknowledge added

24 Apr 2011

Modifications of Tool and Menu bars. Help and About added.

28 Jun 2011

Some significant updates added (marked by red ellipses in Screen-shot)

Changes list in 1.04:
* Color space panel added
* Blur (denoise) panel added
* Mask definition tool changed

See about help file for details.

Tag Activity for this File
Tag Applied By Date/Time
image processing Nikolay S. 04 Feb 2011 11:23:53
image segmentation Nikolay S. 04 Feb 2011 11:23:53
segmentation Nikolay S. 04 Feb 2011 11:23:53
active contours Nikolay S. 04 Feb 2011 11:23:53
level sets Nikolay S. 04 Feb 2011 11:23:53
geodesic snakes Nikolay S. 04 Feb 2011 11:23:53
snakes Nikolay S. 04 Feb 2011 11:23:53
gui Nikolay S. 04 Feb 2011 11:23:53
contours Nikolay S. 04 Feb 2011 11:23:53
compare Nikolay S. 04 Feb 2011 11:23:53
platform Nikolay S. 04 Feb 2011 11:23:53
computer vision Nikolay S. 04 Feb 2011 13:31:39
image enhancement Nikolay S. 25 Mar 2011 12:53:11
enhancement Nikolay S. 25 Mar 2011 12:53:11
image Nikolay S. 26 Jun 2011 10:21:11
active contour Nikolay S. 26 Jun 2011 10:21:11
contour Nikolay S. 26 Jun 2011 10:21:11
active contour models Nikolay S. 26 Jun 2011 10:21:11
vese Nikolay S. 26 Jun 2011 10:21:11
luminita vese Nikolay S. 26 Jun 2011 10:21:11
tony chan Nikolay S. 26 Jun 2011 10:21:11
snake Nikolay S. 26 Jun 2011 10:21:11
active Nikolay S. 26 Jun 2011 10:21:11
image force Nikolay S. 27 Jun 2011 03:46:39
multiphase Nikolay S. 27 Jun 2011 03:46:39
mumford and shah Nikolay S. 27 Jun 2011 03:46:39
tony Nikolay S. 28 Jun 2011 09:44:38
geodesic snakes lingsanjianyue 19 Sep 2011 01:09:36

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