kernel_convolve.m

高斯滤波器 matlab toolbox For GMMs and Gaussian kernels

function gr = kernel_convolve(g1, g2)

D = size(g1.x, 1);
M = size(g1.x, 2);
N = size(g2.x, 2);
R = M*N;

gr.P = g1.P + g2.P;
gr.x = zeros(D,R);
gr.w = zeros(1,R);

k=1;
for i=1:M
    xi = g1.x(:,i);
    wi = g1.w(i);
    
    for j=1:N
        gr.x(:,k) = xi + g2.x(:,j);
        gr.w(k) = wi * g2.w(j);
        
        k = k+1;
    end
end