You can do it with conv() or imfilter() but the window must stay the same as it slides along. You can do this
out = conv2(double(in), windowValues);
out = imfilter(in, windowValues);
You might be able to change the window size on the fly if you use blockproc, nlfilter, or do it yourself with nested for loops.
