Image Segmentation using their magnitude and direction gradients
2 views (last 30 days)
Show older comments
Hello all, i have attacthed magnitude and direction gradients of 3 images. I am trying to achieve a segmentation where the section below the red curve is removed and the section above the red curve should be preserved. I have shown below for image 2:

I have attatched what i want to acheive for image 1 and image 3 as Image-1 and image-3. I used paint to highlight the red curve. Can you guys suggest me some ways to acheive this? Any help is appreciated and thankyou in advance. The code i used is below
clc;
clear;
close all;
a=imread(filename);
B = imgaussfilt(a,1.4);
[Gmag,Gdir]=imgradient(B,'prewitt');
figure;
imshowpair(Gmag,Gdir,'montage');
I have also attacthed the original images as org1, org2 and org3.
0 Comments
Answers (1)
Image Analyst
on 7 Jun 2020
Just threshold the image and use find() to find the last row in each column where the signal is above the threshold.
thresholdValue = 10; % Whatever works
[rows, columns, numberOfColorChannels] = size(grayImage);
lastRows = zeros(1, columns);
for col = 1 : columns
r = find(grayImage(:, col) > threshold, 1, 'last')
if ~isempty(r)
lastRows(col) = r;
end
end
See Also
Categories
Find more on Feature Detection and Extraction in Help Center and File Exchange
Products
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!