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otsu's code

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shaimaa mohamed
shaimaa mohamed am 29 Aug. 2017
Beantwortet: Image Analyst am 29 Aug. 2017
I need code to segment red area only from this image
  1 Kommentar
KALYAN ACHARJYA
KALYAN ACHARJYA am 29 Aug. 2017
Bearbeitet: KALYAN ACHARJYA am 29 Aug. 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 am 29 Aug. 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 am 29 Aug. 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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