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39 lines
1.5 KiB
Matlab
39 lines
1.5 KiB
Matlab
function gabor=gabor2D(sigma,orient,aspect,wavel,phase,pxsize,x0,y0)
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%function gabor=gabor2D(sigma,orient,aspect,wavel,phase,pxsize,x0,y0)
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%
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% This function produces a numerical approximation to 2D Gabor function.
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% Parameters:
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% sigma = standard deviation of Gaussian envelope, this in-turn controls the
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% size of the result (pixels)
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% orient = orientation of the Gabor clockwise from the vertical (degrees)
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% aspect = aspect ratio of Gaussian envelope (0 = no "width" to envelope,
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% 1 = circular symmetric envelope)
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% wavel = the wavelength of the sin wave (pixels)
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% phase = the phase of the sin wave (degrees)
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% pxsize = the size of the filter.
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% Optional, if not specified size is 5*sigma.
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% x0,y0 = location of the centre of the gabor.
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% Optional, if not specified gabor is centred in the middle of image.
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%convert degrees to radians
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orient=-orient*pi/180;
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phase=phase*pi/180;
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freq=2*pi./wavel;
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if nargin<6, pxsize=odd(5*sigma); end
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if nargin<7, x0=0; y0=0; end
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[x y]=meshgrid(-fix(pxsize/2):fix(pxsize/2),fix(-pxsize/2):fix(pxsize/2));
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% Rotation
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x_theta=(x-x0)*cos(orient)+(y-y0)*sin(orient);
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y_theta=-(x-x0)*sin(orient)+(y-y0)*cos(orient);
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gabor=exp(-0.5.*( ((x_theta.^2)/(sigma^2)) ...
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+ ((y_theta.^2)/((aspect*sigma)^2)) )) ...
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.* (cos(freq*y_theta+phase) - cos(phase).*exp(-0.25.*((sigma*freq).^2)));
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%if abs(sum(sum(gabor)))./sum(sum(abs(gabor)))>0.01
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% disp('WARNING unbalanced Gabor');
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% abs(sum(sum(gabor)))./sum(sum(abs(gabor)))
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%end |