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If I Share with you my Perspective, Would you Share your Data with me?

Real-time 3D reconstruction using multiple RGBD cameras and their online transmission facilitates the adoption of mixed reality telepresence. However, such a system can only cover a limited volume, and increasing the number of RGBD cameras is unfeasible due to setup complexity and space constraints. To address this issue, we present the concept of Dynamic 3D View Sharing, which complements the views of a 3D reconstruction system by the dynamic view of the user's HMD. Here, we present a markerless calibration method integrating these two seamlessly into the mixed reality telepresence systems without disrupting the current workflow.