231 citations · 298 across the 14 of their papers we have counts for
4 papers · 1 filter
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…
Deep Implicit Volume Compression
Danhang Tang, Saurabh Singh, Philip A. Chou +11
We describe a novel approach for compressing truncated signed distance fields (TSDF) stored in 3D voxel grids, and their corresponding textures. To compress the TSDF, our method re…
A Volumetric Approach to Point Cloud Compression
Maja Krivokuća, Maxim Koroteev, Philip A. Chou
Compression of point clouds has so far been confined to coding the positions of a discrete set of points in space and the attributes of those discrete points. We introduce an alter…
Comments on "Compression of 3D Point Clouds Using a Region-Adaptive Hierarchical Transform"
Gustavo Sandri, Ricado L. de Queiroz, Philip A. Chou
The recently introduced coder based on region-adaptive hierarchical transform (RAHT) for the compression of point clouds attributes, was shown to have a performance competitive wit…