[1422d3]: / functions / functions_FeatExtr / computeGaborResponses.m

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function gaborResponses = computeGaborResponses(im, gabor, NumFilters)
%init
gaborResponses = zeros(size(im,1), size(im,2), NumFilters);
for oriIndex = 1 : NumFilters
filter = real(gabor(oriIndex).filter);
%normalize
%%%%%%%%%%%%%%%%%%%%%
filter = filter ./ max(filter(:));
%%%%%%%%%%%%%%%%%%%%%
gaborResponses(:, :, oriIndex) = imfilter(im, filter, 'replicate', 'same', 'conv');
%gaborResponses(:, :, oriIndex) = abs(imfilter(im, gabor(oriIndex).filter, 'replicate', 'same', 'conv'));
%gaborResponses(:, :, oriIndex) = gaborResponses(:, :, oriIndex) - mean2(gaborResponses(:, :, oriIndex));
% figure,
% imshow(gaborResponses(:, :, oriIndex), [])
% pause
end %for oriIndex = 1 : param.divTheta