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Image segmentation using statistical region merging

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Image segmentation using statistical region merging

by

Sylvain Boltz (view profile)

 

20 Oct 2009 (Updated )

Very simple and fast image segmentation code using statistical region merging.

srm_imgGrad(I)
function [Ix, Iy] = srm_imgGrad(I)
% This function outputs the x-derivative and y-derivative of the
% input I. If I is 3D, then derivatives of each channel are
% available in xd and yd.
Ix=zeros(size(I));
Iy=zeros(size(I));

sob=[-1,9,-45,0,45,-9,1]/60;
for i=1:size(I,3)
    Ix(:,:,i)=imfilter(I(:,:,i),sob,'replicate');
    Iy(:,:,i)=imfilter(I(:,:,i),sob','replicate');
end

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