An apparatus to facilitate encoding visibility data for view-dependent video is disclosed. The apparatus includes one or more processors to receive point cloud data including a plurality of images and camera parameters associated with each of a plurality of cameras, and encode one or more visibility descriptors for each point in the point cloud data to provide visibility information for each point for a plurality of camera views indicated in the camera parameters.