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otsu's code

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shaimaa mohamed
shaimaa mohamed el 29 de Ag. de 2017
Respondida: Image Analyst el 29 de Ag. de 2017
I need code to segment red area only from this image
  1 comentario
KALYAN ACHARJYA
KALYAN ACHARJYA el 29 de Ag. de 2017
Editada: KALYAN ACHARJYA el 29 de Ag. de 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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Respuestas (2)

KALYAN ACHARJYA
KALYAN ACHARJYA el 29 de Ag. de 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 el 29 de Ag. de 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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