Bits-to-Photon: An End-to-End Learned Scalable Point Cloud Compression Scheme for Direct Rendering

The proposed Bits-to-Photon (B2P) method jointly designs a scalable color compression scheme and a decoder to directly generate 3D Gaussian parameters for high-quality and efficient rendering of point clouds.