function nhood = pk_get_nh_idx(img,i)

width = size(img,1);
height = size(img,2);
depth = size(img,3);

[x,y,z]=ind2sub([width height depth],i);

nhood = zeros(length(i),27);

for xx=1:3
    for yy=1:3
        for zz=1:3
            w=sub2ind([3 3 3],xx,yy,zz);
            nhood(:,w) = sub2ind([width height depth],x+xx-2,y+yy-2,z+zz-2);
        end;
    end;
end;