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Gabor FILTER MATLAB
IMAGE PROCESSING

代碼片段和文件信息
%?GABORFILTER?Bi-dimensional?Gabor?filter?with?DC?component?compensation.
%???[GGABOUT]=GABORFILTER(ISFWP)?filters?the?input?image?I?with?the?2D
%???Gabor?filter?G?described?by?the?parameters?S?F?W?and?P?to?create?the?
%???output?filtered?image?GABOUT.
%???This?version?of?the?2D?Gabor?filter?is?basically?a?bi-dimensional?
%???Gaussian?function?centered?at?origin?(00)?with?variance?S?modulated?by
%???a?complex?sinusoid?with?polar?frequency?(FW)?and?phase?P?described?by?
%???the?following?equation:
%
%???G(xySFWP)=k*Gaussian(xyS)*(Sinusoid(xyFWP)-DC(FSP))
%???where:????????????????????????
%???????Gaussian(xyS)=exp(-pi*S^2*(x^2+y^2))
%???????Sinusoid(xyFWP)=exp(j*(2*pi*F*(x*cos(W)+y*sin(W))+P)))
%???????DC(FSP)=exp(-pi*(F/S)^2+j*P)
%
%???PS:?The?term?DC(FSP)?compensates?the?inherent?DC?component?produced?
%???by?the?Gaussian?envelop?as?shown?by?Movellan?in?[1].
%
% Tips:
%???????1)?To?get?the?real?part?and?the?imaginary?part?of?the?complex?
%???????filter?output?use?real(gabout)?and?imag(gabout)?respectively;
%?
%???????2)?To?get?the?magnitude?and?the?phase?of?the?complex?filter?output?
%???????use?abs(gabout)?and?angle(gabout)?respectively.
% Author:?Stiven?Schwanz?Dias?e-mail:?stivendias@gmail.com
%???????????Cognition?Science?Group?Informatic?Department
%???????????University?of?Esp韗ito?Santo?Brazil?January?2007.
%
%???References:
%???????[1]?Movellan?J.?R.?-?Tutorial?on?Gabor?Filters.?Tech.?rep.?2002.
function?[GGABOUT]=gaborfilter(ISFWP);
if?isa(I‘double‘)~=1
????I=double(I);
end
size=fix(1.5/S);?%?exp(-1.5^2*pi)?0.1%
%k=2*pi*S^2;
%F=S^2/sqrt(2*pi);
k=1;
for?x=-size:size
????for?y=-size:size
????????G(size+x+1size+y+1)=k*exp(-pi*S^2*(x*x+y*y))*...
????????????(exp(j*(2*pi*F*(x*cos(W)+y*sin(W))+P))-exp(-pi*(F/S)^2+j*P));
????end
end
GABOUT=conv2(Idouble(G)‘same‘);
?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????文件????????2093??2006-12-30?02:14??colormaps.mat
?????文件????????1903??2007-01-02?19:33??gaborfilter.m
?????文件?????????857??2008-05-31?16:15??gabortest.m
?????文件???????69214??2007-05-22?20:18??lena.jpg
?????文件????????1340??2009-05-19?23:41??license.txt
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