Big video data for light-field-based 3D telemedicine
Article
Article Title | Big video data for light-field-based 3D telemedicine |
---|---|
ERA Journal ID | 4432 |
Article Category | Article |
Authors | Xiang, Wei (Author), Wang, Gengkun (Author), Pickering, Mark (Author) and Zhang, Yongbing (Author) |
Journal Title | IEEE Network: the magazine of global information exchange |
Journal Citation | 30 (3), pp. 30-38 |
Number of Pages | 9 |
Year | 2016 |
Place of Publication | United States |
ISSN | 0890-8044 |
1558-156X | |
Digital Object Identifier (DOI) | https://doi.org/10.1109/MNET.2016.7474341 |
Web Address (URL) | http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7474341 |
Abstract | Big data and 3D technologies have been successfully leveraged in a variety of industries to improve their efficiency and quality. The healthcare sector has lagged in the uptake of these new technologies. In this article, we propose a novel light field (LF)-based 3D telemedicine system. The proposed system is able to provide a life-like tele-consultation experience that provides a quality of experience far beyond conventional 2D telemedicine systems. In addition, its embedded 3D data in light field video (LFV) format can also facilitate a higher level of big data analysis, so-called big LFV data analysis. To solve the challenges in storage and analysis of LFV, we extend the standard multi-view video coding (MVC) approach to LF-MVC, which is able to achieve up to a 23 percent higher compression rate when compared to standard MVC. Furthermore, a big data analysis framework is proposed to integrate LFV into conventional telemedicine analysis, which can achieve improved classification, statistics gathering, prediction, and cognitive analysis for healthcare applications. |
Keywords | big data; data analysis; health care; telemedicine; light filed |
ANZSRC Field of Research 2020 | 400699. Communications engineering not elsewhere classified |
Public Notes | © 2016 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
Byline Affiliations | James Cook University |
School of Mechanical and Electrical Engineering | |
University of New South Wales | |
University of Tsukuba, Japan | |
Institution of Origin | University of Southern Queensland |
https://research.usq.edu.au/item/q37y1/big-video-data-for-light-field-based-3d-telemedicine
1732
total views7
total downloads1
views this month0
downloads this month