Changes to support Intel AVX/AVX2 in cvResize().

This patch
- adds code path for Intel AVX2 detection, and
- utilizes Intel AVX/AVX2 intrinsics within cvResize()

check_regression=*esize*
I doubt it, but let me take a look.