Deep learning-based video coding: A review and a case study

D Liu, Y Li, J Lin, H Li, F Wu - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
The past decade has witnessed the great success of deep learning in many disciplines,
especially in computer vision and image processing. However, deep learning-based video …

Learned rate control for frame-level adaptive neural video compression via dynamic neural network

C Zhang, W Gao - European conference on computer vision, 2024 - Springer
Abstract Neural Video Compression (NVC) has achieved remarkable performance in recent
years. However, precise rate control remains a challenge due to the inherent limitations of …

Measuring, modeling and integrating time-varying video quality in end-to-end multimedia service delivery: A review and open challenges

CTER Hewage, A Ahmad, T Mallikarachchi… - IEEE …, 2022 - ieeexplore.ieee.org
The multimedia delivery chain consists of multiple stages such as content preparation,
content delivery via Over-The-Top delivery network and Internet Service Providers network …

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 …

Pseudo-sequence-based 2-D hierarchical coding structure for light-field image compression

L Li, Z Li, B Li, D Liu, H Li - IEEE Journal of Selected Topics in …, 2017 - ieeexplore.ieee.org
In this paper, we propose a pseudo-sequence-based two-dimensional (2-D) hierarchical
coding structure for light-field image compression. In the proposed scheme, we first …

Task-driven semantic coding via reinforcement learning

X Li, J Shi, Z Chen - IEEE Transactions on Image Processing, 2021 - ieeexplore.ieee.org
Task-driven semantic video/image coding has drawn considerable attention with the
development of intelligent media applications, such as license plate detection, face …

-Domain Optimal Bit Allocation Algorithm for High Efficiency Video Coding

L Li, B Li, H Li, CW Chen - … on Circuits and Systems for Video …, 2016 - ieeexplore.ieee.org
Rate control typically involves two steps: bit allocation and bitrate control. The bit allocation
step can be implemented in various fashions depending on how many levels of allocation …

Optimal bit allocation for CTU level rate control in HEVC

S Li, M Xu, Z Wang, X Sun - … on Circuits and Systems for Video …, 2016 - ieeexplore.ieee.org
For High Efficiency Video Coding (HEVC), the R–scheme is the latest rate control (RC)
scheme, which investigates the relationships among allocated bits, the slope of rate …

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 …

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 …