Randomly samplying a matrix

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fadams18
fadams18 2020년 7월 8일
댓글: fadams18 2020년 7월 8일
Im currently modifying an algorithm which randomly samples a given matrix by
% Omega - set of observed entries. Should be linearly indexed.
%
% A - data vector of the form M(Omega)
[m,n] = size(M);
I = randi([0 1],m,n);
Omega = find(I);
A = M(Omega);
I wonder is it possible to replace the omega by a mask image which is made of text intead of randomly generating it.
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KSSV
KSSV 2020년 7월 8일
Omega in the above line of codes is a inde, it should be logical/ double. How you can take a text?
fadams18
fadams18 2020년 7월 8일
Thats the problem.
I tried to modify the algorithm by doing this:
Input_Image = double(imread('/home/Desktop/relatedworks/re1.jpg'));
mask = double(imread('/home/Desktop/relatedworks/block_text.bmp'));
mask = mask ./ max(mask(:)); % index matrix of the known elements
X = Input_Image.*mask;
The original code randomly removed entries of the randomly generated matrix M whereas im trying to mask an image with text. The text in this case serves as the missing entries of my image. is there a workaround this?
I tried to replace Omega by mask and A by X. I get this error when i run the algorith
Subscript indices must either be real positive integers or logicals.
Error in mc_nmf (line 65)
Z = zeros(m,n); Z(Omega) = A;

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