Wenxiang Shen

Surface-Constrained Progressive Feature Preserving Point Cloud Compression

Current point cloud compression methods based on deep learning cannot guarantee that the reconstructed points are constrained to the surface, resulting in low reconstruction quality at low bitrates. Hence, this paper proposes an efficient deep learning-based point cloud geometry compression algorith…