|Autors: Manolova, A. H., Neshov, N. N., Yotova, M. A.|
Title: A review of methods for human motion prediction in video sequences with application to 3D telepresence and holoportation systems
Keywords: holoportation system, motion prediction, computer vision, telepresence system , human action
Abstract: Nowadays, the new technologies especially 5G are paving the way of innovative solutions for communication between humans. One very new technology is holoportation, but it also presents a lot of challenges in terms of digital data gathering and transmission. Human motion prediction methods will offer one of the solutions for real time communication in the holoportation context. We present a conceptual model of holoportation architecture for real time communication based on highly accurate 3D modelling of the human face and body, recognition and prediction of human actions and facial expressions to achieve realistic communications. Designed this way the proposed conceptual model of the holoportation system addresses the challenges from the information transmission aspect where real time constraints and narrow-band channels are imposed.
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