QA-Filter: A QP-adaptive convolutional neural network filter for video coding

C Liu, H Sun, J Katto, X Zeng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Convolutional neural network (CNN)-based filters have achieved great success in video
coding. However, in most previous works, individual models were needed for each …

Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and Optimization

Z Chen, H Sun, L Zhang, F Zhang - IEEE Journal on Emerging …, 2024 - ieeexplore.ieee.org
This paper provides a survey of the latest developments in visual signal coding and
processing with generative models. Specifically, our focus is on presenting the advancement …

Mobile revolution: From 2G to 5G

JM Sanchez - 2021 IEEE Colombian Conference on …, 2021 - ieeexplore.ieee.org
This paper shows, using a technical perspective, the evolution of mobile technologies, from
the second generation (2G) to the fifth generation (5G). It is analyzed from the following …

Designs and Implementations in Neural Network-based Video Coding

Y Li, J Li, C Lin, K Zhang, L Zhang, F Galpin… - arXiv preprint arXiv …, 2023 - arxiv.org
The past decade has witnessed the huge success of deep learning in well-known artificial
intelligence applications such as face recognition, autonomous driving, and large language …

Compressing sign information in DCT-based image coding via deep sign retrieval

K Suzuki, C Tsutake, K Takahashi, T Fujii - arXiv preprint arXiv …, 2022 - arxiv.org
Compressing the sign information of discrete cosine transform (DCT) coefficients is an
intractable problem in image coding schemes due to the equiprobable characteristics of the …

Global-Context aggregated intra prediction network for depth video coding

J Zhang, Y Hou, B Peng, Z Pan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The huge data volume of 3D video brings great challenges to the storage and deployment of
existing multimedia systems. To reduce the redundancy of 3D video, this brief proposes a …

Deep learning-based intra mode derivation for versatile video coding

L Zhu, Y Zhang, N Li, G Jiang, S Kwong - ACM Transactions on …, 2023 - dl.acm.org
In intra coding, Rate Distortion Optimization (RDO) is performed to achieve the optimal intra
mode from a pre-defined candidate list. The optimal intra mode is also required to be …

Joint Reference Frame Synthesis and Post Filter Enhancement for Versatile Video Coding

W Bao, Y Zhang, J Jia, Z Chen, S Liu - arXiv preprint arXiv:2404.18058, 2024 - arxiv.org
This paper presents the joint reference frame synthesis (RFS) and post-processing filter
enhancement (PFE) for Versatile Video Coding (VVC), aiming to explore the combination of …

A machine learning approach for fast cu partitioning and time complexity reduction in video coding

MZ Islam, B Ahmed - 2021 5th International Conference on …, 2021 - ieeexplore.ieee.org
Modern video codecs have high capability to minimize the bits and also have an immense
complexity because of testing more combinations during the RDO (Rate Distortion …

Wood species recognition from wood images with an improved CNN

Y Miao, S Zhu, H Huang, J Li, X Wei… - Journal of Intelligent & …, 2022 - content.iospress.com
With the development of convolutional neural networks, aiming at the problem of low
efficiency and low accuracy in the process of wood species recognition, a recognition …