It is expected you to be in formals for video interview. Video interview are a formal as personal interview. Outfit should be mil colours not to bright. Check and be reassure how you outfits looks on the camera. This calls to maintain appropriate distance from camera to ensure proper visibility.
Interviews call for formals whether it is Personal or Video.