Laplace operator based on second derivative
I=imread('11.jpg'); [H,W]=size(I); M=double(I); J=M; for i=2:H-1 for j=2:W-1 J(i,j)=4*M(i,j)-[M(i+1,j)+M(i-1,j)+M(i,j+1)+M(i,j-1)]; end; end; subplot(1,2,1);imshow(I);title('2'); subplot(1,2,2);imshow(uint8(J));title('1');
Sobel operator based on first derivative
[I,map]=imread('9_1.jpg '); [H,W]=size(I); M=double(I); J=M; for i=2:H-1 for j=2:W-1 J(i,j)=abs(M(i-1,j+1)-M(i-1,j-1)+2*M(i,j+1)-2*M(i,j-1)+M(i+1,j+1)-M(i+1,j-1))+abs(M(i-1,j-1)-M(i+1,j-1)+2*M(i-1,j)-2*M(i+1,j)+M(i-1,j+1)-M(i+1,j+1)); end; end; subplot(1,2,1);imshow(I);title('original'); subplot(1,2,2);imshow(uint8(J));title('sobel');
The effects of the first and second derivatives are summarized as follows: