visual-search/extractGlobalColHist.m

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Mathematica
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2019-11-07 16:36:30 +00:00
function F=extractGlobalColHist(img)
divs = 2;
dimensions = size(img);
width = dimensions(2);
height = dimensions(1);
pixel_count = width * height;
bin_values = zeros([1, pixel_count]);
count = 1;
for i = 1:length(img(:, 1, 1))
for j = 1:length(img(1, :, 1))
red = img(i, j, 1);
green = img(i, j, 2);
blue = img(i, j, 3);
red_bin = floor(red*divs);
green_bin = floor(green*divs);
blue_bin = floor(blue*divs);
bin_value = red_bin * (divs^2) + green_bin * (divs^1) + blue_bin;
bin_values(count) = bin_value;
count = count + 1;
end
end
% hist_values = histogram(bin_values, (divs^3 - 1)).Values ./ pixel_count;
hist_values = histogram(bin_values, (divs^3 - 1), 'Normalization', 'probability').Values;
F=hist_values;
return;