Finding/calculating area after edge detection

3 vues (au cours des 30 derniers jours)
Hudson Hornet
Hudson Hornet le 13 Sep 2018
Commenté : Hudson Hornet le 8 Oct 2018
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 commentaires
KALYAN ACHARJYA
KALYAN ACHARJYA le 13 Sep 2018
Can you attach the resultant image? Area: Just count the number of segmented pixels wrt image size?
Hudson Hornet
Hudson Hornet le 13 Sep 2018

Connectez-vous pour commenter.

Réponse acceptée

AMAR P
AMAR P le 25 Sep 2018
Modifié(e) : AMAR P le 25 Sep 2018
Hi, Use below function, available in Image Processing Toolbox
regionprops()
to find the objects and their properties in the image.

Plus de réponses (0)

Catégories

En savoir plus sur Image Segmentation and Analysis dans Help Center et File Exchange

Produits


Version

R2016b

Community Treasure Hunt

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

Start Hunting!

Translated by