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 …

A fast QTMT partition decision strategy for VVC intra prediction

Y Fan, H Sun, J Katto, J Ming'E - IEEE Access, 2020 - ieeexplore.ieee.org
Different from the traditional quaternary tree (QT) structure utilized in the previous generation
video coding standard H. 265/HEVC, a brand new partition structure named quadtree with …

Partition map prediction for fast block partitioning in vvc intra-frame coding

A Feng, K Liu, D Liu, L Li, F Wu - IEEE Transactions on Image …, 2023 - ieeexplore.ieee.org
The Versatile Video Coding (VVC) standard introduces a block partitioning structure known
as quadtree plus nested multi-type tree (QTMTT), which allows more flexible block …

Fast CU partition-based machine learning approach for reducing HEVC complexity

S Bouaafia, R Khemiri, FE Sayadi, M Atri - Journal of Real-Time Image …, 2020 - Springer
With the development of video coding technology, the high efficiency video coding (HEVC)
provides better coding efficiency compared to its predecessors H. 264/AVC. HEVC improves …

Efficient VVC intra prediction based on deep feature fusion and probability estimation

T Zhao, Y Huang, W Feng, Y Xu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The ever-growing multimedia traffic has underscored the importance of effective multimedia
codecs. Among them, the up-to-date lossy video coding standard, Versatile Video Coding …

A fast CU size decision algorithm for VVC intra prediction based on support vector machine

F Chen, Y Ren, Z Peng, G Jiang, X Cui - Multimedia Tools and …, 2020 - Springer
The latest generation of coding standard, Versatile Video Coding (VVC), has achieved more
bitrate reduction compared with high efficiency video coding. However, the introduction of …

Fast CU partition decision for H. 266/VVC based on the improved DAG-SVM classifier model

Q Zhang, Y Wang, L Huang, B Jiang, X Wang - Multimedia Systems, 2021 - Springer
One of the biggest changes in H. 266/Versatile Video Coding (VVC) is introduced quad-tree
with nested multi-type tree (QTMT) coding tree architecture, where the multi-type tree (MTT) …

A Low-Complexity Fast CU Partitioning Decision Method Based on Texture Features and Decision Trees

Y Wang, Y Liu, J Zhao, Q Zhang - Electronics, 2023 - mdpi.com
The rapid advancement of information technology, particularly in artificial intelligence and
communication, is driving significant transformations in video coding. There is a steadily …

Cnn-based depth map prediction for fast block partitioning in hevc intra coding

A Feng, C Gao, L Li, D Liu, F Wu - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
High Efficiency Video Coding (HEVC) achieves significant improvement in compression
efficiency by introducing quadtree-based block partition. However, in the HEVC reference …

A real-time and high-accuracy railway obstacle detection method using lightweight CNN and improved transformer

Z Zhao, J Kang, Z Sun, T Ye, B Wu - Measurement, 2024 - Elsevier
With the sustained development of railway transportation, the urgent necessity to improve
train operation safety makes obstacle detection become the research focus. However …