2 papers
cs.CV2026
PPC-MT: Parallel Point Cloud Completion with Mamba-Transformer Hybrid Architecture
Jie Li, Shengwei Tian, Long Yu +1
Existing point cloud completion methods struggle to balance high-quality reconstruction with computational efficiency. To address this, we propose PPC-MT, a novel parallel framewor…
cs.CV2026
Flexible-weighted Chamfer Distance: Enhanced Objective Function for Point Cloud Completion
Jie Li, Shengwei Tian, Long Yu +1
The Chamfer Distance (CD) is a cornerstone objective function for point cloud completion, yet its inherent symmetric weighting mechanism limits the quality of the generated results…