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  1. #1
    Join Date
    Nov 2007
    Posts
    27

    HSV or RGB for Lips detection?

    Dear all,

    I have HSV algorithm posted under "color detection algorithm" but i failed to locate the lips as i did by using RGB algorithm. I set the H to 0.1 but still with the same result.
    My color image is in pgm format, so i didn't use ind2rgb but straight away to call colorDetectHSV(), will this be a problem?
    This is the colorDetectHSV():
    Code:
    function I = colorDetectHSV(RGB, hsvVal, tol)
    
    HSV = rgb2hsv(RGB);
    
    % find the difference between required and real H value:
    diffH = abs(HSV(:,:,1) - hsvVal(1));
    
    [M,N,t] = size(RGB);
    I1 = zeros(M,N); I2 = zeros(M,N); I3 = zeros(M,N);
    
    T1 = tol(1);
    
    I1( find(diffH < T1) ) = 1;
    
    if (length(tol)>1)
        % find the difference between required and real S value:
        diffS = abs(HSV(:,:,2) - hsvVal(2));    
        T2 = tol(2);
        I2( find(diffS < T2) ) = 1;    
        if (length(tol)>2)
            % find the difference between required and real V value:
            difV = HSV(:,:,3) - hsvVal(3);    
            T3 = tol(3);
            I3( find(diffS < T3) ) = 1;
            I = I1.*I2.*I3;
        else
            I = I1.*I2;
        end
    else
        I = I1;    
    end
    
    subplot(2,1,1),imshow(RGB); title('Original Image');
    subplot(2,1,2),imshow(I,[]); title('Detected Areas');
    This is my main program:
    Code:
    a = imread('m-013-1.pgm');
    b = colorDetectHSV(a, [0.1 1.0 0.5], [0.5 0.5 0.5]);
    The original images is in my attachment below "image.zip".
    However, i failed to allocate lips which is in red color. Please help, any comment will be appreciated.

    Thank you.

    Best regards,
    Tommy
    Attached Files Attached Files

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