Intelligent aerial video streaming: Achievements and challenges

TV Nguyen, NP Nguyen, C Kim, NN Dao - Journal of Network and …, 2023 - Elsevier
Deploying aerial infrastructure to support traditional terrestrial wireless communications has
enhanced the maturity of 5G networks and beyond. This improvement has certainly …

Sur-driven video coding rate control for jointly optimizing perceptual quality and buffer control

Z Yang, W Gao, G Li, Y Yan - IEEE Transactions on Image …, 2023 - ieeexplore.ieee.org
Rate control plays an important role in video coding and has attracted lots of attention from
researchers. However, the problems of human visual experience and buffer stability still …

Recent advances in rate control: From optimization to implementation and beyond

X Wei, M Zhou, H Wang, H Yang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Video coding is a video compression technique that compresses the original video
sequence to produce a smaller archive file or reduce the transmission bandwidth under …

Muzero with self-competition for rate control in vp9 video compression

A Mandhane, A Zhernov, M Rauh, C Gu… - arxiv preprint arxiv …, 2022 - arxiv.org
Video streaming usage has seen a significant rise as entertainment, education, and
business increasingly rely on online video. Optimizing video compression has the potential …

Joint decision tree and visual feature rate control optimization for VVC UHD coding

M Zhou, X Wei, W Jia, S Kwong - IEEE Transactions on Image …, 2022 - ieeexplore.ieee.org
In this paper, a joint decision tree and visual feature optimization rate control scheme for
ultrahigh-definition (UHD) versatile video coding (VVC) is proposed. First, we design a new …

Hybrid distortion-based rate-distortion optimization and rate control for H. 265/HEVC

H Yuan, Q Wang, Q Liu, J Huo… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Mean squared error (MSE) is adopted as the distortion metric for the rate-distortion
optimization (RDO) and rate control (RC) in most of the existing video coding standards, eg …

An intelligent train operation method based on event-driven deep reinforcement learning

L Zhang, M Zhou, Z Li - IEEE Transactions on Industrial …, 2021 - ieeexplore.ieee.org
Train operation control in urban railways is challenging due to its high dynamics, complex
environment, and level of comfort and safety. To address these challenges, in this article, the …

No-reference stereoscopic image quality assessment based on global and local content characteristics

L Shen, X Chen, Z Pan, K Fan, F Li, J Lei - Neurocomputing, 2021 - Elsevier
No-reference stereoscopic images quality assessment (NR-SIQA) via deep learning has
gained increasing attention. In this paper, we propose a no-reference stereoscopic image …

Sparkle: User-aware viewport prediction in 360-degree video streaming

J Chen, X Luo, M Hu, D Wu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In 360-degree video streaming, users commonly watch a video scene within a Field of View
(FoV). Such observation provides an opportunity to save bandwidth consumption by …

Content-adaptive rate-distortion modeling for frame-level rate control in versatile video coding

J Liao, L Li, D Liu, H Li - IEEE Transactions on Multimedia, 2024 - ieeexplore.ieee.org
Rate control (RC) plays an essential role in video coding. RC algorithms based on more
accurate rate-distortion (RD) models often achieve higher control precision and better RD …