Deep learning-based video coding: A review and a case study
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 …
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 …
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
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 …
content delivery via Over-The-Top delivery network and Internet Service Providers network …
Muzero with self-competition for rate control in vp9 video compression
Video streaming usage has seen a significant rise as entertainment, education, and
business increasingly rely on online video. Optimizing video compression has the potential …
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
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 …
coding structure for light-field image compression. In the proposed scheme, we first …
Task-driven semantic coding via reinforcement learning
Task-driven semantic video/image coding has drawn considerable attention with the
development of intelligent media applications, such as license plate detection, face …
development of intelligent media applications, such as license plate detection, face …
-Domain Optimal Bit Allocation Algorithm for High Efficiency Video Coding
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 …
step can be implemented in various fashions depending on how many levels of allocation …
Optimal bit allocation for CTU level rate control in HEVC
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 …
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
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 …
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 …
researchers. However, the problems of human visual experience and buffer stability still …