9 citations · 12 across the 4 of their papers we have counts for
4 papers
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…
Sandwiched Video Compression: Efficiently Extending the Reach of Standard Codecs with Neural Wrappers
Berivan Isik, Onur G. Guleryuz, Danhang Tang +2
We propose sandwiched video compression -- a video compression system that wraps neural networks around a standard video codec. The sandwich framework consists of a neural pre- and…
Signal Enhancement for Magnetic Navigation Challenge Problem
Albert R. Gnadt, Joseph Belarge, Aaron Canciani +10
Harnessing the magnetic field of the Earth for navigation has shown promise as a viable alternative to other navigation systems. A magnetic navigation system collects its own magne…