Currently, we need a interpolation in a Image. I have used the scipy.misc.imresize. This function has two drawback:

it can only output interger matrix, but I need a float result. 
the speed of scipy.misc.imresize is a little slow
cv2.resize is slightly faster than scipy.misc.imresize
which imresize is fastest in Python