5 citations · 8 across the 6 of their papers we have counts for
3 papers · 1 filter
Standard compliant video coding using low complexity, switchable neural wrappers
Yueyu Hu, Chenhao Zhang, Onur G. Guleryuz +2
The proliferation of high resolution videos posts great storage and bandwidth pressure on cloud video services, driving the development of next-generation video codecs. Despite gre…
One-Click Upgrade from 2D to 3D: Sandwiched RGB-D Video Compression for Stereoscopic Teleconferencing
Yueyu Hu, Onur G. Guleryuz, Philip A. Chou +4
Stereoscopic video conferencing is still challenging due to the need to compress stereo RGB-D video in real-time. Though hardware implementations of standard video codecs such as H…
Sandwiched Compression: Repurposing Standard Codecs with Neural Network Wrappers
Onur G. Guleryuz, Philip A. Chou, Berivan Isik +6
We propose sandwiching standard image and video codecs between pre- and post-processing neural networks. The networks are jointly trained through a differentiable codec proxy to mi…