3 papers
cs.CV2026
CodecArena: Codec Quality Assessment via Visual Reinforcement Learning
Jiaye Fu, Weiqi Li, Qiankun Gao +5
Video coding is advancing into the low and ultra-low bitrate regime, driven by end-to-end codecs that replace the hand-crafted pipeline with jointly optimized neural networks and g…
cs.MM2024
Advanced Learning-Based Inter Prediction for Future Video Coding
Yanchen Zhao, Wenhong Duan, Chuanmin Jia +2
In the fourth generation Audio Video coding Standard (AVS4), the Inter Prediction Filter (INTERPF) reduces discontinuities between prediction and adjacent reconstructed pixels in i…
cs.CV2024
A Neural-network Enhanced Video Coding Framework beyond ECM
Yanchen Zhao, Wenxuan He, Chuanmin Jia +7
In this paper, a hybrid video compression framework is proposed that serves as a demonstrative showcase of deep learning-based approaches extending beyond the confines of tradition…