Image segmentation and measure segmented features

4 views (last 30 days)
Abhishek Saini
Abhishek Saini on 12 Oct 2021
Commented: Image Analyst on 18 Oct 2021
Hi all,
I want to perform image segmentation as described in the research articles in Fig 5 and 6. I have attached the figure from this article. Figure 59a) and 5(b) are the original images of the microstructure. Now I wan to perform
  1. segmentation as shown in figure 5(c) and 6(c) followed by overlaying the segmented image on originalimage.
  2. Measure te length and with of the segmented features with random line segments by calculating all line intercepts.
Thanks

Answers (1)

Image Analyst
Image Analyst on 12 Oct 2021
I didn't read the whole article and can't program it up for you but with just a quick glance it looks like they're segmenting on different hues. So you could convert to HSV color space and get different "maps" for each hue by thresholding the hue channel
hsvImage = rgb2hsv(rgbImage);
hImage = hsvImage(:, :, 1);
color1 = hImage < 0.1;
color2 = hImage >= 0.1 & hImage < 0.2;
color3 = hImage >= 0.2 & hImage < 0.3;
% etc.
If youi want to fill holes of a certain size, or remove blobs less than a certain size, you could also do that with imfill() or bwareaopen().
  8 Comments
Image Analyst
Image Analyst on 18 Oct 2021
You can get the dimensions using regionprops()
props = regionprops(mask, 'BoundingBox');
and/or bwferet().

Sign in to comment.

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by