2 papers
cs.CV2024
Bridging Domain Gap of Point Cloud Representations via Self-Supervised Geometric Augmentation
Li Yu, Hongchao Zhong, Longkun Zou +2
Recent progress of semantic point clouds analysis is largely driven by synthetic data (e.g., the ModelNet and the ShapeNet), which are typically complete, well-aligned and noisy fr…
cs.CV2024
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…