Foreground detection in compute rvison toolbox

Hi all,

I am pretty new both in MATLAB and computer vision toolbox :-). So many objects are detected as foreground which are part of the background.( have a look at the results :D) Can anyone help me? </matlabcentral/answers/uploaded_files/59687/foreground.jpg>