drivergmm.m

Matlab skin detector。运用高斯混合模型训练的到人的皮肤颜色分布。用于皮肤和人脸检测。

close all
images = [];
%images(:, :, :, 1) = imread('02-26-06_1110.jpg');
%images(:, :, :, 2) = imread('02-26-06_1111.jpg');
%images(:, :, :, 3) = imread('02-26-06_1112.jpg');
%images(:, :, :, 4) = imread('02-26-06_1113.jpg');
%images(:, :, :, 5) = imread('02-26-06_1114.jpg');
images(:, :, :, 1) =  imresize(imread('image\frgc_e_1.jpg'), 0.3);
% images(:, :, :, 2) =  imresize(imread('image\frgc_e_1.jpg'), 0.3);
% images(:, :, :, 1) = imread('image\frgc_f_1.jpg');
% images(:, :, :, 1) = imread('image\um.jpg');



images = uint8(images);

iterations = 5;
% [skinMOG, nonskinMOG] = skinEM(images, iterations);
[skinMOG, nonskinMOG] = skinEM2(images, iterations);

skinMOG
nonskinMOG

for i = 1:size(images, 4)
   
   image = images(:, :, :, i);
   displayFigures(image, applyGMMs(image, skinMOG, nonskinMOG), (i-1)*3+1);
   
end;

% for i = 1:size(images, 4)
%    
%    image = images(:, :, :, i);
%    imagesc(image);
%    displayFigures(image, jrmogskin(image), (i-1)*3+1);
%    
% end