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How to calculate gradient features of an image?

Asked by Maninder on 22 Oct 2014
Latest activity Commented on by Munshida P on 25 Aug 2019 at 6:19
My code is:
a = imread('C:\Users\DELL\Desktop\01_test.tif');
[Gx, Gy] = gradient(a);
[Gmag, Gdir] = gradient(Gx, Gy);
figure, imshow(Gmag, []), title('Gradient magnitude') figure, imshow(Gdir, []), title('Gradient direction') title('Gradient Magnitude (Gmag) and Gradient Direction (Gdir) using Sobel method') figure; imshowpair(Gx, Gy, 'montage'); axis off; title('Directional Gradients, Gx and Gy, using Sobel method')
error is:
??? Error using ==> rdivide Integers can only be combined with integers of the same class, or scalar doubles.
Error in ==> gradient at 75 g(2:n-1,:) = (f(3:n,:)-f(1:n-2,:))./h(:,ones(p,1));

  1 Comment

Please use the {} Code button to format your code.
And what is your question exactly?

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2 Answers

Answer by Guillaume
on 22 Oct 2014

Possibly, you meant to use imgradient or imgradientxy.
You left out the important bit of the error, which is the one that told you on which line of your code the error occurred. I assume it's the
[Gmag, Gdir] = gradient(Gx, Gy);
line that gives you the error, since the 2nd argument to gradient must be a scalar value.

  10 Comments

how i can calculate high gradient values of image
how to calulate the average gradient ?
i have calculated Gx,Gy,Gmag,Gdir

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Answer by Munshida P on 24 Aug 2019 at 18:39

how to calculate average gradient of an image

  6 Comments

yaaaa....i understand
how can i calculate this?please help me sir
Capture.PNG
[Gmag, Gdir] = imgradient(YourGrayscaleImage, 'prewitt');
average_gradient = sum(double(Gmag(:))) ./ ((size(Gmag,1)-1) .* ((size(Gmag,2)-1).*sqrt(2));
Thank you sir. I will try it now

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