In one aspect, a first device may include at least one processor and storage accessible to the at least one processor. The storage may include instructions executable by the at least one processor to facilitate a video conference with a second device and to apply a virtual background for a video stream provided to the second device as part of the video conference. The video stream may also show at least one user. The virtual background may change perspective as a field of view showing the user changes and/or as an actual background behind the user changes.