| PointIT: A Fast Tracking Framework Based on 3D Instance Segmentation | Feb 18, 2019 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 |
| 3D Graph Embedding Learning with a Structure-aware Loss Function for Point Cloud Semantic Instance Segmentation | Feb 14, 2019 | 3D Instance Segmentation3D Semantic Instance Segmentation | —Unverified | 0 |
| MASC: Multi-scale Affinity with Sparse Convolution for 3D Instance Segmentation | Feb 12, 2019 | 3D Instance SegmentationClustering | CodeCode Available | 0 |
| Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep Embedding Learning | Jan 4, 2019 | 3D Instance SegmentationClustering | —Unverified | 0 |
| 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans | Dec 17, 2018 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 0 |
| GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud | Dec 8, 2018 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 1 |
| PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding | Dec 6, 2018 | 3D Instance Segmentation3D Semantic Segmentation | CodeCode Available | 0 |
| ClusterNet: 3D Instance Segmentation in RGB-D Images | Jul 24, 2018 | 3D Instance SegmentationClustering | —Unverified | 0 |
| Deep Learning Based Instance Segmentation in 3D Biomedical Images Using Weak Annotation | Jun 28, 2018 | 3D Instance SegmentationDeep Learning | —Unverified | 0 |
| PointCNN: Convolution On X-Transformed Points | Jan 23, 2018 | 3D Instance Segmentation3D Part Segmentation | CodeCode Available | 3 |
