Reducing complexity of HEVC: A deep learning approach
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 …
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
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 …
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
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 …
efficiency over its predecessor standard High Efficiency Video Coding (HEVC), but at the …
CU partition mode decision for HEVC hardwired intra encoder using convolution neural network
Z Liu, X Yu, Y Gao, S Chen, X Ji… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
The intensive computation of High Efficiency Video Coding (HEVC) engenders challenges
for the hardwired encoder in terms of the hardware overhead and the power dissipation. On …
for the hardwired encoder in terms of the hardware overhead and the power dissipation. On …
A fast QTMT partition decision strategy for VVC intra prediction
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 …
video coding standard H. 265/HEVC, a brand new partition structure named quadtree with …
Fast intra-mode and CU size decision for HEVC
The latest video coding standard High Efficiency Video Coding (HEVC) achieves about a
50% bit-rate reduction compared with H. 264/AVC under the same perceptual video quality …
50% bit-rate reduction compared with H. 264/AVC under the same perceptual video quality …
Early intra CU size decision for versatile video coding based on a tunable decision model
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 …
tree (QT) with nested multi-type tree (QTMT) partition structure, which includes QT partition …
Fast multi-type tree partitioning for versatile video coding using a lightweight neural network
In this paper, we propose a fast decision scheme using a lightweight neural network (LNN)
to avoid redundant block partitioning in versatile video coding (VVC). A more versatile block …
to avoid redundant block partitioning in versatile video coding (VVC). A more versatile block …
Partition map prediction for fast block partitioning in vvc intra-frame coding
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 …
as quadtree plus nested multi-type tree (QTMTT), which allows more flexible block …
An adaptive CU size decision algorithm for HEVC intra prediction based on complexity classification using machine learning
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 …
achieves the best coding efficiency compared with all the other existing video coding …