Saturday, January 15, 2011

Level Sets and Image Segmentation with Python

I ported the Matlab code that was written by Li, Xu, Gui and Fox for their paper Level Set Evolution Without Re-initialization: A New Variational Formulation, into Python. Li et al. use level sets with a new approach and are able to segment an image succesfully. Some screenshots as well as the code itself is below.







Code
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12 comments:

  1. AnonymousApril 20, 2011 at 12:04 PM

    Thanks for the code, I intend to use it in a project, what license applies to it? GPL?

    ReplyDelete
  2. Burak BayramliApril 20, 2011 at 2:05 PM

    Yes it is GPL

    ReplyDelete
  3. DeepthiMarch 9, 2014 at 4:47 AM

    I want to implement the same for lip segmentation. How can I input the image of lip in jpg format to this code ?

    ReplyDelete
    Replies
    1. Burak BayramliMarch 10, 2014 at 12:26 AM

      plt.imread should be able to display jpg files. If not u can convert the image with ImageMagic convert command

      Delete
  4. UnknownJune 18, 2015 at 1:19 AM

    This comment has been removed by the author.

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  5. Robert M.February 16, 2016 at 1:24 PM

    Could you please add the link to the original Matlab source?

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    Replies
    1. Burak BayramliFebruary 16, 2016 at 11:44 PM

      I do not have the link nor the Matlab files anymore. Sorry.

      Delete
  6. Burak BayramliFebruary 16, 2016 at 11:42 PM

    This comment has been removed by the author.

    ReplyDelete
  7. UnknownJune 9, 2017 at 8:34 AM

    Hi,

    I don't understand how to compile the code, can you help me please? When I begin with plot_phi, I have the error "name'phi' is not defined" and when I begin with active1, "plot_phi is not defined".

    ReplyDelete
  8. Burak BayramliJune 9, 2017 at 10:04 AM

    I dont maintain the active-.py files anymore, the only codes you'll need are in the pde_level.tex. There are two blocks inside the tex file, copy them to seperate files, add import numpy as np and import matploblib.pylab as plt to the beginning of both, and run them, they will generate the png outputs seen in the doc.

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  9. UnknownJune 14, 2017 at 8:23 AM

    Thanks a lot,
    Have a good day
    Juliette

    ReplyDelete
  10. kharizaffarFebruary 20, 2022 at 10:42 PM

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