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Discussion Groups | Image Signal Processing | Circular Template Matching for Cell Segmentation

Technical Discussions related to Image Processing (image coding, compression, digital effects, mpeg, etc)

  

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Circular Template Matching for Cell Segmentation - inder purohit - Oct 3 9:51:16 2007



Hi All,
         I am working on Cell Segmentation for the detection of cancer cells. The cells are
separated from the background using a threshold. Later form factor is used to separate the
circular cells from the rest of the non-circular regions in the image. However, some of the
cells go undetected as there are a couple of pixels missing to form the complete circular
shape. So I wanted to use a circular template to detect the cell regions. Could some one help
me with the MATLAB code for this. It is a little urgent,so any help is appreciated! Thanks in
advance.

Regards,
Kumar



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Re: Circular Template Matching for Cell Segmentation - toon...@yahoo.com - Oct 10 12:34:23 2007

A hough transform might do the trick, although I understand it requires a fair amount of
processing. The shape you're looking for needs to be expressed parametrically then a lot of
different combinations of the parameters are tested against your thresholded image. A maximum
will occur where your object is even with breaks in the circle.

Hope that helps,

Mike.



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Re: Circular Template Matching for Cell Segmentation - beril - Oct 11 8:12:12 2007

you may also try watershed segmentation. you can find more information
in matlab help file.



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