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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…
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…
Light Field Super-resolution via Attention-Guided Fusion of Hybrid Lenses
Jing Jin, Junhui Hou, Jie Chen +2
This paper explores the problem of reconstructing high-resolution light field (LF) images from hybrid lenses, including a high-resolution camera surrounded by multiple low-resoluti…
Single Image based Head Pose Estimation with Spherical Parameterization and 3D Morphing
Hui Yuan, Mengyu Li, Junhui Hou +1
Head pose estimation plays a vital role in various applications, e.g., driverassistance systems, human-computer interaction, virtual reality technology, and so on. We propose a nov…
Nested Network with Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images
Chongyi Li, Runmin Cong, Junhui Hou +3
Arising from the various object types and scales, diverse imaging orientations, and cluttered backgrounds in optical remote sensing image (RSI), it is difficult to directly extend…
Stratified Labeling for Surface Consistent Parallax Correction and Occlusion Completion
Jie Chen, Lap-Pui Chau, Junhui Hou
The light field faithfully records the spatial and angular configurations of the scene, which facilitates a wide range of imaging possibilities. In this work, we propose an LF synt…
An Underwater Image Enhancement Benchmark Dataset and Beyond
Chongyi Li, Chunle Guo, Wenqi Ren +4
Underwater image enhancement has been attracting much attention due to its significance in marine engineering and aquatic robotics. Numerous underwater image enhancement algorithms…