Tele-Robotics VR with Holographic Vision in Immersive Video.

We present a first-of-its-kind end-to-end tele-robotic VR system where the user operates a robot arm remotely, while being virtually immersed into the scene through force feedback and holographic vision. In contrast to stereoscopic head mounted displays that only provide depth perception to the user, the holographic vision device projects a light field, additionally allowing the user to correctly accommodate his/her eyes to the perceived depth of the scene's objects. The highly improved immersive user experience results in less fatigue in the tele-operator's daily work, creating safer and/or longer working conditions. The core technology relies on recent advances in immersive video coding for audio-visual transmission developed within the MPEG standardization committee. Virtual viewpoints are synthesized for the tele-operator's viewing direction from a couple of colour and depth fixed video feeds. Besides of the display hardware and its GPU-enabled view synthesis driver, the biggest challenge hides in obtaining high-quality and reliable depth images from low-cost depth sensing devices. Specialized depth refinement tools have been developed for running in realtime at zero delay within the end-to-end tele-robotic immersive video pipeline, which must remain interactive by essence. Various modules work asynchronously and efficiently at their own pace, with the acquisition devices typically being limited to 30 frames per second (fps), while the holographic headset updates its projected light field at up to 240 fps. Such modular approach ensures high genericity over a wide range of free navigation VR/XR applications, also beyond the tele-robotic one presented in this paper.