color image segmentation
24 Nov 2010
06 Dec 2010)
segment color image robust to texture
% Most diffusion discretizations are not rotation-invariant, probably
% because they depend on a 3x3 stencil.
% This is an implementation of "A Scheme for Coherence-Enhancing Diffusion
% Filtering with Optimized Rotation invariance" by Joachim Weickert.
% Which is a basic and understandable direct discretization of the
% diffusion equation, which corresponds to a 5x5 stencil.
% Function is written by D.Kroon University of Twente (September 2009)
Dxx=repmat(Dxx,[1 1 size(u,3)]);
Dxy=repmat(Dxy,[1 1 size(u,3)]);
Dyy=repmat(Dyy,[1 1 size(u,3)]);
%% 3 : Calculate the flux components
j1 = Dxx .* ux + Dxy .*uy;
j2 = Dxy .* ux + Dyy .*uy;
%% 3.5 Flux on boundaries to zero
j1(1,:,:)=0; j1(end,:,:)=0; j1(:,1,:)=0; j1(:,end,:)=0;
j2(1,:,:)=0; j2(end,:,:)=0; j2(:,1,:)=0; j2(:,end,:)=0;
%% 4 : Calculate ... by means of the optimized derivative filters
du = derivatives(j1,'x')+derivatives(j2,'y');
%% 5 : Update in an explicit way.