1. A depth camera interchangeability system, comprising: an initialization module to acknowledge supported virtual depth camera parameters for a depth image consumer; a capture module to receive a native depth image from a depth image producer; a virtualization module to convert the native depth image to a virtual depth image having supported virtual depth camera parameters compatible with the depth image consumer; and an output module to output the virtual depth image to the depth image consumer.