Point Cloud Processing

FINet: Dual Branches Feature Interaction for Partial-to-Partial Point Cloud Registration AAAI 2022 Geodesic Self-Attention for 3D Point Clouds NeurIPS 2022 HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces NeurIPS 2022 IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment CVPR 2022 Learning Consistency-Aware Unsigned Distance Functions Progressively from Raw Point Clouds NeurIPS 2022 Learning Deep Implicit Functions for 3D Shapes With Dynamic Code Clouds CVPR 2022 Learning Multi-resolution Functional Maps with Spectral Attention for Robust Shape Matching NeurIPS 2022 Learning Superpoint Graph Cut for 3D Instance Segmentation NeurIPS 2022 MBGRLp: Multiscale Bootstrap Graph Representation Learning on Pointcloud (Student Abstract) AAAI 2022 Modify Self-Attention via Skeleton Decomposition for Effective Point Cloud Transformer AAAI 2022 Multimodal Colored Point Cloud to Image Alignment CVPR 2022 MultiScan: Scalable RGBD scanning for 3D environments with articulated objects NeurIPS 2022 Not All Points Are Equal: Learning Highly Efficient Point-Based Detectors for 3D LiDAR Point Clouds CVPR 2022 Not All Voxels Are Equal: Semantic Scene Completion from the Point-Voxel Perspective AAAI 2022 OctAttention: Octree-Based Large-Scale Contexts Model for Point Cloud Compression AAAI 2022 One-Inlier is First: Towards Efficient Position Encoding for Point Cloud Registration NeurIPS 2022 P^3-Net: Part Mobility Parsing from Point Cloud Sequences via Learning Explicit Point Correspondence AAAI 2022 PatchFormer: An Efficient Point Transformer With Patch Attention CVPR 2022 POCO: Point Convolution for Surface Reconstruction CVPR 2022 Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training NeurIPS 2022 Pyramid Architecture for Multi-Scale Processing in Point Cloud Segmentation CVPR 2022 Random Mapping Method for Large-Scale Terrain Modeling AAAI 2022 REGTR: End-to-End Point Cloud Correspondences With Transformers CVPR 2022 Reliable Inlier Evaluation for Unsupervised Point Cloud Registration AAAI 2022 Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework ICLR 2022