Fuzzy SVM-based coding unit decision in HEVC

L Zhu, Y Zhang, S Kwong, X Wang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
The latest video compression standard, High Efficiency Video Coding (HEVC), has greatly
improved the coding efficiency compared to the predecessor H. 264/AVC. However …

Batch adaptative streaming for video analytics

L Zhang, Y Zhang, X Wu, F Wang, L Cui… - … -IEEE Conference on …, 2022 - ieeexplore.ieee.org
Video streaming plays a critical role in the video analytics pipeline and thus its adaptation
scheme has been a focus of optimization. As machine learning algorithms have become …

Online learning-based multi-stage complexity control for live video coding

C Huang, Z Peng, Y Xu, F Chen, Q Jiang… - … on Image Processing, 2020 - ieeexplore.ieee.org
High Efficiency Video Coding (HEVC) can significantly improve the compression efficiency
in comparison with the preceding H. 264/Advanced Video Coding (AVC) but at the cost of …

Precise encoding complexity control for versatile video coding

Y Huang, J Xu, C Zhu, L Song… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Complexity reduction is a commonly used method to deal with complicated video coding
standards, such as High Efficiency Video Coding (HEVC) and Versatile Video Coding …

CTU-level complexity control for high efficiency video coding

J Zhang, S Kwong, T Zhao, Z Pan - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Among the existing video-related applications, a large proportion have requirements for the
scalability of the video coding complexity, such as live video chatting and video coding on …

Content-adaptive feature-based CU size prediction for fast low-delay video encoding in HEVC

T Mallikarachchi, DS Talagala… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Determining the best partitioning structure of a coding tree unit is one of the most time-
consuming operations in High Efficiency Video Coding (HEVC) encoding. Specifically, it is …

A computationally scalable fast intra coding scheme for HEVC video encoder

E Hosseini, F Pakdaman, MR Hashemi… - Multimedia Tools and …, 2019 - Springer
Abstract The High Efficiency Video Coding (HEVC) adopts 35 intra prediction modes to
provide a more precise intra prediction. As a result, HEVC intra coding is much more …

Complexity control in the HEVC intracoding for industrial video applications

J Zhang, STW Kwong, T Zhao… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
A large number of industrial video applications are expected to work in real-time and power-
constrained scenarios. For such applications, the coding complexity has a great impact on …

Dynamic computational resource allocation for fast inter frame coding in video conferencing applications

H Yuan, W Gao, J Wang - 2021 IEEE International Conference …, 2021 - ieeexplore.ieee.org
In response to the serious increase in complexity brought by the growing trend of video
coding tools, this paper proposes a dynamic computational resource allocation algorithm for …

A low complexity and computationally scalable fast motion estimation algorithm for HEVC

F Pakdaman, MR Hashemi, M Ghanbari - Multimedia Tools and …, 2020 - Springer
Motion Estimation (ME) is one of the most computationally demanding parts of video
encoders. The Test Zone (TZ) search is a popular fast ME algorithm, which is recommended …