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otsu's code

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shaimaa mohamed
shaimaa mohamed il 29 Ago 2017
Risposto: Image Analyst il 29 Ago 2017
I need code to segment red area only from this image
  1 Commento
KALYAN ACHARJYA
KALYAN ACHARJYA il 29 Ago 2017
Modificato: KALYAN ACHARJYA il 29 Ago 2017
Otsu code use for Global Thresholding.
[T SM]=graythresh(input gray image);
Where T=Threshold>output from following code function otsuthresh SM=Separability Measure
Source: Gonzalez Book (Image Processing+Matlab)

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KALYAN ACHARJYA
KALYAN ACHARJYA il 29 Ago 2017
%if true
function [T,SM]=otsuthresh(h);
h=h/sum(h);
h=h(:);
i=(1:numel(h))';
P1=cumsum(h);
m=cumsum(i.*h);
mG=m(end);
sigSquared=((mG*P1-m).^2)./(P1.*(1-P1)+eps);
maxSigsq=max(sigSquared);
T=mean(find(sigSquared==maxSigsq));
T=(T-1)/(numel(h)-1);
SM=maxSigsq/(sum(((i-mG).^2).*h)+eps);
% end

Image Analyst
Image Analyst il 29 Ago 2017
shaimaa, you would NOT use Otsu for that. You need to do it "manually". First identify the values of the starting and ending thermal values in your image. Let's say the red range starts at 32 degrees and ends at 33 degrees. So then to segment out those temperatures, you'd do
binaryImage = themalImage > 32 & thermalImage < 33;

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