Nonlocal-guided enhanced interaction spatial-temporal network for compressed video super-resolution

J Cheng, S Xiong, X He, C Ren, T Zhang, H Chen - Applied Intelligence, 2023 - Springer
Although deep-learning based video super-resolution (VSR) studies have achieved
excellent progress in recent years, the majority of them do not take into account the impact of …

Super resolution for noisy images using convolutional neural networks

ZB Mushtaq, SM Nasti, C Verma, MS Raboaca… - Mathematics, 2022 - mdpi.com
The images in high resolution contain more useful information than the images in low
resolution. Thus, high-resolution digital images are preferred over low-resolution images …

[PDF][PDF] 基于神经网络的图像视频编码

贾川民, 赵政辉, 王苫社, 马思伟 - 电信科学, 2019 - infocomm-journal.com
深度神经网络近年来在人工智能领域进展显著, 并引发广泛深入研究神经网络的热潮,
近期基于神经网络的图像视频编码也成为热点研究问题之一. 系统梳理了基于神经网络的图像 …

Adaptive image coding efficiency enhancement using deep convolutional neural networks

H Chen, X He, C An, TQ Nguyen - Information Sciences, 2020 - Elsevier
In recent years, the application of systems for the storage and transmission of images has
faced severe challenges owing to the significant increase in the number of images being …

Method for encoding/decoding image and device therefor

JH Kim, YO Park, J Park, JS Lee, SY Jeon… - US Patent …, 2021 - Google Patents
Provided are an image compressing method including determining a compressed image by
performing downsampling using a deep neural network (DNN) on an image; determining a …

Towards coding for VoD application: An enhanced video compression system with a content-fitted recursive restoration network

L Xu, C Wu, L Huang, S Wei, G He, Y Li, X Lai - Digital Signal Processing, 2022 - Elsevier
The video on demand (VoD) applications require real-time decoding for customers while
pursuing a better compression performance. Recent work has demonstrated the great …

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 …

An efficient video coding system with an adaptive overfitted multi-scale attention network

G He, C Wu, L Xu, L Li, Z Xu, W Xie, Y Li - IEEE Access, 2021 - ieeexplore.ieee.org
We herein propose an efficient video coding system (EVCS) consists of a conventional
codec and an adaptive overfitted multi-scale attention network (MSAN) to improve coding …

Deep virtual reference frame generation for multiview video coding

J Lei, Z Zhang, D Liu, Y Chen… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Multiview video has a large amount of data which brings great challenges to both the
storage and transmission. Thus, it is essential to increase the compression efficiency of …

An optimized transform and quantization scheme for HEVC intra lossless coding

X Liu, L Yan, Y Zhang, G Ren, M Zhu - Engineering Reports, 2023 - Wiley Online Library
The lossless coding framework of High Efficiency Video Coding (HEVC) comprises
prediction and entropy coding, while omitting the transform process. However, residuals …