Matlab Code for Sobel Edge Detection

The gradient of the image is calculated for each pixel position in the image.

The procedure and the MATLAB  code for sobel edge detection without using MATLAB built-in function:


MATLAB CODE:


A=imread('peppers.png');
B=rgb2gray(A);

C=double(B);


for i=1:size(C,1)-2
    for j=1:size(C,2)-2
        %Sobel mask for x-direction:
        Gx=((2*C(i+2,j+1)+C(i+2,j)+C(i+2,j+2))-(2*C(i,j+1)+C(i,j)+C(i,j+2)));
        %Sobel mask for y-direction:
        Gy=((2*C(i+1,j+2)+C(i,j+2)+C(i+2,j+2))-(2*C(i+1,j)+C(i,j)+C(i+2,j)));
      
        %The gradient of the image
        %B(i,j)=abs(Gx)+abs(Gy);
        B(i,j)=sqrt(Gx.^2+Gy.^2);
      
    end
end
figure,imshow(B); title('Sobel gradient');
Fig: Sobel Gradient

Fig: Edge Detected Image

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Mr. Roshan P. Helonde
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