Neural video compression with feature modulation

J Li, B Li, Y Lu - Proceedings of the IEEE/CVF Conference …, 2024 - openaccess.thecvf.com
The emerging conditional coding-based neural video codec (NVC) shows superiority over
commonly-used residual coding-based codec and the latest NVC already claims to …

Long-term temporal context gathering for neural video compression

L Qi, Z Jia, J Li, B Li, H Li, Y Lu - European Conference on Computer …, 2024 - Springer
Most existing neural video codecs (NVCs) only extract short-term temporal context by optical
flow-based motion compensation. However, such short-term temporal context suffers from …

Bi-Directional Deep Contextual Video Compression

X Sheng, L Li, D Liu, S Wang - arxiv preprint arxiv:2408.08604, 2024 - arxiv.org
Deep video compression has made remarkable process in recent years, with the majority of
advancements concentrated on P-frame coding. Although efforts to enhance B-frame coding …