Azzera filtri
Azzera filtri

L1 and l2 norm

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hasan alhussaini
hasan alhussaini il 14 Mar 2018
Risposto: JMW il 12 Nov 2019
i'm trying to find the code not the function to implement L1 and L2 norm.
I'm trying to compute the L1 and L2 norm of pixels in a image to see the difference between them.

Risposte (2)

Johnathan Schaff
Johnathan Schaff il 15 Mar 2018
Modificato: Johnathan Schaff il 15 Mar 2018
%Matrix Norm for Matrix A
%L1 Norm
l1 = max(sum(abs(A)));
matL1 = norm(A,1);
%L2 Norm
l2 = max(svd(A));
matL2 = norm(A,2);
%Comparison
fprintf('L1 Norm | %g\nMATLAB L1 Norm | %g\n',l1,matL1);
fprintf('L2 Norm | %g\nMATLAB L2 Norm | %g\n',l2,matL2);
%Vector Norm for Vector B
%L1 Norm
l1 = (sum(abs(B)));
matL1 = norm(B,1);
%L2 Norm
l2 = sqrt(sum(abs(B).^2));
matL2 = norm(B,2);
%Comparison
fprintf('\nL1 Norm | %g\nMATLAB L1 Norm | %g\n',l1,matL1);
fprintf('L2 Norm | %g\nMATLAB L2 Norm | %g\n',l2,matL2);

JMW
JMW il 12 Nov 2019
To get column norms:
L1=vecnorm(A,1)
L2=vecnorm(A,2)

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