Privacy-Preserving Viewport Prediction using Federated Learning for 360° Live Video Streaming

Author:

Chao Fang-Yi1,Ozcinar Cagri2,Smolic Aljosa1

Affiliation:

1. V-SENSE, School of Computer Science and Statistics, Trinity College Dublin

2. Samsung Research UK

Funder

Science Foundation Ireland

Publisher

IEEE

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Security of federated learning in 6G era: A review on conceptual techniques and software platforms used for research and analysis;Computer Networks;2024-05

2. DanceMark: An Open Telemetry Framework for Latency-Sensitive Real-Time Networked Immersive Experiences;2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW);2024-03-16

3. Correlation between Entropy and Prediction Error in VR Head Motion Trajectories;Proceedings of the 2nd International Workshop on Interactive eXtended Reality;2023-10-29

4. User Profile-Based Viewport Prediction Using Federated Learning in Real-Time 360-Degree Video Streaming;2023 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB);2023-06-14

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