Reducing complexity of HEVC: A deep learning approach

M Xu, T Li, Z Wang, X Deng, R Yang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
High efficiency video coding (HEVC) significantly reduces bit rates over the preceding H.
264 standard but at the expense of extremely high encoding complexity. In HEVC, the quad …

Low-complexity CTU partition structure decision and fast intra mode decision for versatile video coding

H Yang, L Shen, X Dong, Q Ding, P An… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Quadtree with nested multi-type tree (QTMT) partition structure is an efficient improvement in
versatile video coding (VVC) over the quadtree (QT) structure in the advanced high …

DeepQTMT: A deep learning approach for fast QTMT-based CU partition of intra-mode VVC

T Li, M Xu, R Tang, Y Chen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Versatile Video Coding (VVC), as the latest standard, significantly improves the coding
efficiency over its predecessor standard High Efficiency Video Coding (HEVC), but at the …

Fast intra mode decision algorithm for versatile video coding

X Dong, L Shen, M Yu, H Yang - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
To achieve higher coding efficiency, the latest Versatile Video Coding (VVC) standard
adopts a series of new intra coding techniques, including the quadtree plus multi-type tree …

Early intra CU size decision for versatile video coding based on a tunable decision model

Y Li, G Yang, Y Song, H Zhang, X Ding… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Versatile video coding (VVC) further improves video coding gain by introducing a new Quad-
tree (QT) with nested multi-type tree (QTMT) partition structure, which includes QT partition …

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 …

Machine learning based video coding optimizations: A survey

Y Zhang, S Kwong, S Wang - Information Sciences, 2020 - Elsevier
Video data has become the largest source of data consumed globally. Due to the rapid
growth of video applications and boosting demands for higher quality video services, video …

Fast partitioning decision strategies for the upcoming versatile video coding (VVC) standard

A Wieckowski, J Ma, H Schwarz… - … on Image Processing …, 2019 - ieeexplore.ieee.org
One of the key technologies in the upcoming Versatile Video Coding (VVC) standard is the
flexible partitioning. Compared to HEVC, partitioning alone accounts for about 8.5% bitrate …

An adaptive CU size decision algorithm for HEVC intra prediction based on complexity classification using machine learning

X Liu, Y Li, D Liu, P Wang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
High efficiency video coding (HEVC), which is the newest video coding standard currently,
achieves the best coding efficiency compared with all the other existing video coding …

Recent advances on HEVC inter-frame coding: From optimization to implementation and beyond

Y Zhang, C Zhang, R Fan, S Ma… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
High Efficiency Video Coding (HEVC) has doubled the video compression ratio with
equivalent subjective quality as compared to its predecessor H. 264/AVC. The significant …