How can I identify features in a microscope image

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Hi everyone.
I'm trying to measure the sizes of the particles (the small lumps that make up the bigger cluster) in a microscope image. I tried to estimate the sizes of the particles using imfindcircles but it was not very accurate. This is what the image looks like after pre-processing:
I'm new to image processing and MATLAB and would like some help in finding the best way to separate each particle and measure its area. Thanks in advance.

Accepted Answer

Image Analyst
Image Analyst on 30 Nov 2014
It's not obvious enough to be done automatically therefore I recommend you use imdistline() and manually do it.
  1 Comment
Zul
Zul on 1 Dec 2014
I have to do this for a number of images so doing it manually is not an option. But I guess there is no better solution, thanks anyway.

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