Finding/calculating area after edge detection
4 views (last 30 days)
Show older comments
Hi, I am a new MATLAB user. I am working on this image . The objectives are: a) to separate/detect the droplets and ligaments, b) find out dimensions (centre, area, diameter for drops, length for ligaments) of drops and ligaments. To simplify, I am currently working on the drops only. I am done with the detection of drops.
I = imread('test_17.tif');
figure, imshow(I)
bw1 = im2bw(I, graythresh(I));
figure, imshow(bw1)
D = -bwdist(~bw1);
figure, imshow(D,[])
Ld = watershed(D);
figure, imshow(label2rgb(Ld))
bw4 = bw1;
bw4(Ld == 0) = 0;
figure, imshow(bw4)
mask = imextendedmin(D,2);
figure, imshowpair(bw1,mask,'blend')
D2 = imimposemin(D,mask);
Ld2 = watershed(D2);
bw5 = bw1;
bw5(Ld2 == 0) = 0;
figure, imshow(bw5)
bw6 = edge(bw5,'log'); %detect edges with Laplacian of Gaussian
figure, imshow(bw6)
bw7 = imfill(bw6,'holes');
figure, imshow(bw7)
Now, I am stuck with finding out the centres, areas and diameters of the all the drops. Also, any other suggestion to improve the code is welcome.
2 Comments
KALYAN ACHARJYA
on 13 Sep 2018
Can you attach the resultant image? Area: Just count the number of segmented pixels wrt image size?
Accepted Answer
More Answers (0)
See Also
Categories
Find more on Image Segmentation and Analysis in Help Center and File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!