www.gusucode.com > 完整的人连表情识别系统源代码(采用局域二值模式LBP识别) > code9/LBP.m
function hst = LBP(X) %Returns LBP histogram (256 bins) of picture X. % % 1 2 4 % weights = 128 0 8 % 64 32 16 % %the size of X must be at least 3x3 pixels D = size(X); sx = D(2); sy = D(1); Xi = zeros(sy+2,sx+2); Xi(2:sy+1,2:sx+1) = X; Xi1 = zeros(sy+2,sx+2);Xi2 = zeros(sy+2,sx+2);Xi3 = zeros(sy+2,sx+2);Xi4= zeros(sy+2,sx+2); Xi5 = zeros(sy+2,sx+2);Xi6 = zeros(sy+2,sx+2);Xi7 = zeros(sy+2,sx+2);Xi8 = zeros(sy+2,sx+2); Xi1(3:sy+2,3:sx+2) = X; Xi2(3:sy+2,2:sx+1) = X; Xi3(3:sy+2,1:sx) = X; Xi4(2:sy+1,1:sx) = X; Xi5(1:sy,1:sx) = X; Xi6(1:sy,2:sx+1) = X; Xi7(1:sy,3:sx+2) = X; Xi8(2:sy+1,3:sx+2) = X; Xi= (Xi1>=Xi)+2*(Xi2>=Xi)+4*(Xi3>=Xi)+8*(Xi4>=Xi)+16*(Xi5>=Xi)+32*(Xi6>=Xi)+64*(Xi7>=Xi)+128*(Xi8>=Xi); X=Xi(3:sy,3:sx); hst=sum(hist(X,0:255)');