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Enhancing 360- Degree Video Streaming Via Selective Inpainting for Bandwidth Optimization

Pratik Abhijeet Bendre,Shashwat Kumar, Antony A. Franklin

2024 IEEE 21ST CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE, CCNC(2024)

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摘要
360-degree video streaming is an emerging technology that immerses viewers in the dynamic environment of a video. However, streaming such videos over wireless networks faces challenges due to their substantial data demands. This research introduces an innovative approach aimed at mitigating the data requirements of 360-degree video streaming. Our proposed method leverages video inpainting to reconstruct select segments of the 360-degree video. To ensure a seamless integration of video inpainting without compromising the user's quality of experience, we devise a mechanism to identify tiles suitable for reconstruction with minimal impact on video quality. Empirical findings demonstrate that the proposed solution markedly reduces the data demand of 360-degree video streaming while maintaining satisfactory video quality.
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关键词
Quality Of Experience,Video Quality,Video Segments,360-degree Video,Reduction In Size,System Architecture,Multi-core,Video Content,File Size,Edge Server,Objective Metrics,Tile Size,Bandwidth Consumption,Bandwidth Reduction,Bitrate
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