Image Edge Detection using Sobel Operator

6 vues (au cours des 30 derniers jours)
Osama Ahmed
Osama Ahmed le 13 Oct 2020
Commenté : Osama Ahmed le 2 Nov 2020
I am working on an assignment where I have to detect image edge using Sobel operator. It was stated that the output image must be uint8 format and has two fewer rows and columns than the input one, since the pixels in first and last columns and rows do not have enough neughbors for the required computation. I am struggling in the last part as I get same input and ouput size. I would apperciate your help and suggestions. I have attached my code for your reference.
function [edge] = edgy(cc)
cc = double(cc);
H = size(cc,1);
W = size(cc,2);
edge = cc;
sx = [-1 0 1;-2 0 2;-1 0 1];
sy = [1 2 1;0 0 0;-1 -2 -1];
for i = 2 : H-1
for j = 2 : W-1
A = cc(i - 1 : i + 1, j - 1 : j + 1);
a = (sum(sx .* A));
x = sum(a);
b = (sum(sy .* A));
y = sum(b);
pixValue =sqrt(x.^2+ y.^2);
edge(i, j) = pixValue;
end
end
edge = uint8(edge);
end
  2 commentaires
João Pedro de Freitas Coelho
function edge = edgy(figure)
cc = double(figure);
sx = [-1 0 1; -2 0 2; -1 0 1];
sy = [1 2 1; 0 0 0; -1 -2 -1];
B = cc;
for ii = 2:(size(B,1)-1)
for jj = 2:(size(B,2)-1)
A = cc((ii-1):(ii+1),(jj-1):(jj+1));
x = sx.*A;
x = sum(sum(x));
y = sy.*A;
y = sum(sum(y));
pixValue = uint8(sqrt(x.^2 + y.^2));
B(ii,jj) = pixValue;
end
end
B = uint8(B);
edge = B(2:end-1,2:end-1);
end
Osama Ahmed
Osama Ahmed le 2 Nov 2020
Thank you very much João

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