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Non-Cooperative Game Theory Based Rate Adaptation for Dynamic Video Streaming over HTTP
Hui Yuan, Huayong Fu, Ju Liu +2
Dynamic Adaptive Streaming over HTTP (DASH) has demonstrated to be an emerging and promising multimedia streaming technique, owing to its capability of dealing with the variability…
An Ensemble Rate Adaptation Framework for Dynamic Adaptive Streaming Over HTTP
Hui Yuan, Xiaoqian Hu, Junhui Hou +2
Rate adaptation is one of the most important issues in dynamic adaptive streaming over HTTP (DASH). Due to the frequent fluctuations of the network bandwidth and complex variations…
Spatial and Temporal Consistency-Aware Dynamic Adaptive Streaming for 360-Degree Videos
Hui Yuan, Shiyun Zhao, Junhui Hou +2
The 360-degree video allows users to enjoy the whole scene by interactively switching viewports. However, the huge data volume of the 360-degree video limits its remote application…
A Comprehensive Study and Comparison of Core Technologies for MPEG 3D Point Cloud Compression
Hao Liu, Hui Yuan, Qi Liu +2
Point cloud based 3D visual representation is becoming popular due to its ability to exhibit the real world in a more comprehensive and immersive way. However, under a limited netw…
Convolutional Neural Networks with Dynamic Regularization
Yi Wang, Zhen-Peng Bian, Junhui Hou +1
Regularization is commonly used for alleviating overfitting in machine learning. For convolutional neural networks (CNNs), regularization methods, such as DropBlock and Shake-Shake…
Deep Coarse-to-fine Dense Light Field Reconstruction with Flexible Sampling and Geometry-aware Fusion
Jing Jin, Junhui Hou, Jie Chen +3
A densely-sampled light field (LF) is highly desirable in various applications, such as 3-D reconstruction, post-capture refocusing and virtual reality. However, it is costly to ac…