ELF-VC: Efficient Learned Flexible-Rate Video Coding

no code implementations • ICCV 2021 • Oren Rippel, Alexander G. Anderson, Kedar Tatwawadi, Sanjay Nair, Craig Lytle, Lubomir Bourdev

In this setting, for natural videos our approach compares favorably across the entire R-D curve under metrics PSNR, MS-SSIM and VMAF against all mainstream video standards (H. 264, H. 265, AV1) and all ML codecs.

Computational Efficiency MS-SSIM +2

Learned Video Compression

no code implementations • ICCV 2019 • Oren Rippel, Sanjay Nair, Carissa Lew, Steve Branson, Alexander G. Anderson, Lubomir Bourdev

We present a new algorithm for video coding, learned end-to-end for the low-latency mode.

Blocking Motion Estimation +2