Deep learning-based video coding: A review and a case study

D Liu, Y Li, J Lin, H Li, F Wu - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
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 …

Deep learning approaches for video compression: a bibliometric analysis

RV Bidwe, S Mishra, S Patil, K Shaw, DR Vora… - Big Data and Cognitive …, 2022 - mdpi.com
Every data and kind of data need a physical drive to store it. There has been an explosion in
the volume of images, video, and other similar data types circulated over the internet. Users …

An iterative threshold algorithm of log-sum regularization for sparse problem

X Zhou, X Liu, G Zhang, L Jia, X Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The log-sum function as a penalty has always been drawing widespread attention in the
field of sparse problems. However, it brings a non-convex, non-smooth and non-Lipschitz …

MSTA-Net: Forgery detection by generating manipulation trace based on multi-scale self-texture attention

J Yang, S Xiao, A Li, W Lu, X Gao… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Lots of Deepfake videos are circulating on the Internet, which not only damages the
personal rights of the forged individual, but also pollutes the web environment. What's …

BVI-DVC: A training database for deep video compression

D Ma, F Zhang, DR Bull - IEEE Transactions on Multimedia, 2021 - ieeexplore.ieee.org
Deep learning methods are increasingly being applied in the optimisation of video
compression algorithms and can achieve significantly enhanced coding gains, compared to …

Dbcface: Towards pure convolutional neural network face detection

X Li, S Lai, X Qian - IEEE Transactions on Circuits and Systems …, 2021 - ieeexplore.ieee.org
Face detection generally requires prior boxes and an extra non-maximum suppression
(NMS) post-processing in modern deep learning methods. However, anchor design and …

[图书][B] Fundamentals of multimedia

ZN Li, MS Drew, J Liu - 2004 - Springer
In the 17 years since the first edition of Fundamentals of Multimedia, the field and
applications of multimedia have flourished and are undergoing evermore rapid growth and …

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 …

Comparative rate-distortion-complexity analysis of VVC and HEVC video codecs

A Mercat, A Mäkinen, J Sainio, A Lemmetti… - IEEE …, 2021 - ieeexplore.ieee.org
Versatile Video Coding (VVC/H. 266) is the next-generation international video coding
standard and a successor to the widespread High Efficiency Video Coding (HEVC/H. 265) …

General video coding technology in responses to the joint call for proposals on video compression with capability beyond HEVC

B Bross, K Andersson, M Bläser… - … on Circuits and …, 2019 - ieeexplore.ieee.org
After the development of the High-Efficiency Video Coding Standard (HEVC), ITU-T VCEG
and ISO/IEC MPEG formed the Joint Video Exploration Team (JVET), which started …