3 papers
cs.MM2024
Content-Adaptive Rate-Quality Curve Prediction Model in Media Processing System
Shibo Yin, Zhiyu Zhang, Peirong Ning +4
In streaming media services, video transcoding is a common practice to alleviate bandwidth demands. Unfortunately, traditional methods employing a uniform rate factor (RF) across a…
cs.CV2023
HFLIC: Human Friendly Perceptual Learned Image Compression with Reinforced Transform
Peirong Ning, Wei Jiang, Ronggang Wang
In recent years, there has been rapid development in learned image compression techniques that prioritize ratedistortion-perceptual compression, preserving fine details even at low…
cs.CV2023
LLIC: Large Receptive Field Transform Coding with Adaptive Weights for Learned Image Compression
Wei Jiang, Peirong Ning, Jiayu Yang +3
The effective receptive field (ERF) plays an important role in transform coding, which determines how much redundancy can be removed during transform and how many spatial priors ca…