hye everyone, i'm learning about otsu's method. can someone please tell me about the step and example of the algorithm in matlab. i'm new user of matlab and i don't know much. please help me.
MATLAB: How to use otsu’s method image segmentation
Image Processing Toolboxotsu's methodthresholding method
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pramod - the error message is telling you that the code is trying to access an element within your matrix using an index that is zero. I realize that you are considering the neighbourhood surrounding each cell within your 256x256 matrix, but your code will have to account for the edge cases when subtracting one from the index leads to a zero which "falls" outside of your matrix. You will have to guard against this code as follows
for ii = 1:256 for jj = 1:256 if jj == 1 if ii == 1 p_0(1,1) = hists(1,1); else p_0(ii,1) = p_0(ii-1,1) + hists(ii,1); mu_i(ii,1) = mu_i(ii-1,1)+(ii-1)*hists(ii,1); mu_j(ii,1) = mu_j(ii-1,1); end else % here is the new code ***** guard against ii==1
if ii==1 p_0(ii,jj) = p_0(ii,jj-1)+hists(ii,jj); mu_i(ii,jj) = mu_i(ii,jj-1)+(ii-1)*hists(ii,jj); mu_j(ii,jj) = mu_j(ii,jj-1)+(jj-1)*hists(ii,jj); else p_0(ii,jj) = p_0(ii,jj-1)+p_0(ii-1,jj)-p_0(ii-1,jj-1)+hists(ii,jj); mu_i(ii,jj) = mu_i(ii,jj-1)+mu_i(ii-1,jj)-mu_i(ii-1,jj-1)+(ii-1)*hists(ii,jj); mu_j(ii,jj) = mu_j(ii,jj-1)+mu_j(ii-1,jj)-mu_j(ii-1,jj-1)+(jj-1)*hists(ii,jj); end endI don't know for sure if the above is correct but it will guard against the case where jj is greater than one and ii is equal to one (the pattern is similar to what is already there for the case where jj is one and ii is one). A note should be added to the Wikipedia article indicating that there is a bug with the code.
ImageAnalyst would have a better idea as to whether the above makes sense or not.
And, rather than posting a binary zip file which some of us may be reluctant to open, just attach each file individually (since there are just three).
Yes. I do it in this demo. Adapt as needed.
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