most citedPointsoup: High-Performance and Extremely Low-Decoding-Latency Learned Geometry Codec for Large-Scale Point Cloud Scenes

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cs.CV2024

Diff-PCC: Diffusion-based Neural Compression for 3D Point Clouds

Kai Liu, Kang You, Pan Gao

Stable diffusion networks have emerged as a groundbreaking development for their ability to produce realistic and detailed visual content. This characteristic renders them ideal de…

cs.CV2024★ 1 cited

Pointsoup: High-Performance and Extremely Low-Decoding-Latency Learned Geometry Codec for Large-Scale Point Cloud Scenes

Kang You, Kai Liu, Li Yu +2

Despite considerable progress being achieved in point cloud geometry compression, there still remains a challenge in effectively compressing large-scale scenes with sparse surfaces…