activity
20172022
most citedImage and Video Compression with Neural Networks: A Review

462 citations · 521 across the 9 of their papers we have counts for

collaborators

16 papers

cs.CV2022

Distortion-Aware Loop Filtering of Intra 360^o Video Coding with Equirectangular Projection

Pingping Zhang, Xu Wang, Linwei Zhu +3

In this paper, we propose a distortion-aware loop filtering model to improve the performance of intra coding for 360 videos projected via equirectangular projection (ERP) forma…

cs.CV20225 cited

Generalized Visual Quality Assessment of GAN-Generated Face Images

Yu Tian, Zhangkai Ni, Baoliang Chen +3

Recent years have witnessed the dramatically increased interest in face generation with generative adversarial networks (GANs). A number of successful GAN algorithms have been deve…

cs.CV2020

Towards Analysis-friendly Face Representation with Scalable Feature and Texture Compression

Shurun Wang, Shiqi Wang, Wenhan Yang +4

It plays a fundamental role to compactly represent the visual information towards the optimization of the ultimate utility in myriad visual data centered applications. With numerou…

cs.CV20207 cited

End-to-End Facial Deep Learning Feature Compression with Teacher-Student Enhancement

Shurun Wang, Wenhan Yang, Shiqi Wang

In this paper, we propose a novel end-to-end feature compression scheme by leveraging the representation and learning capability of deep neural networks, towards intelligent front-…

cs.MM2019

UGC-VIDEO: perceptual quality assessment of user-generated videos

Yang Li, Shengbin Meng, Xinfeng Zhang +3

Recent years have witnessed an ever-expandingvolume of user-generated content (UGC) videos available on the Internet. Nevertheless, progress on perceptual quality assessmentof UGC…

cs.MM2019

Predictive Generalized Graph Fourier Transform for Attribute Compression of Dynamic Point Clouds

Yiqun Xu, Wei Hu, Shanshe Wang +5

As 3D scanning devices and depth sensors advance, dynamic point clouds have attracted increasing attention as a format for 3D objects in motion, with applications in various fields…