Virtual conference view for video calling

A method for video calling comprises, at a server computing system, receiving a plurality of segmented participant video streams from a plurality of client computing devices, each segmented participant video stream depicting a different human participant participating in a video call. One or more priority parameters for each of the plurality of human participants are recognized. One or more human participants are ranked based on a cumulative participant priority for each of the plurality of human participants. The plurality of segmented participant video streams are composited into a virtual conference view that displays each of the ranked one or more human participants at a virtual position based on their cumulative participant priority, such that human participants having higher cumulative participant priorities are displayed more prominently than human participants having lower cumulative participant priorities. The virtual conference view is sent to the plurality of client computing devices.