| Divide and Conquer: 3D Point Cloud Instance Segmentation With Point-Wise Binarization | Jul 22, 2022 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 1 | 5 |
| SegGroup: Seg-Level Supervision for 3D Instance and Semantic Segmentation | Dec 18, 2020 | 3D Instance Segmentation3D Semantic Segmentation | CodeCode Available | 1 | 5 |
| BSNet: Box-Supervised Simulation-assisted Mean Teacher for 3D Instance Segmentation | Mar 22, 2024 | 3D Instance SegmentationDecoder | CodeCode Available | 1 | 5 |
| Instance Consistency Regularization for Semi-Supervised 3D Instance Segmentation | Jun 24, 2024 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance Segmentation | Oct 11, 2022 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| 3D Instances as 1D Kernels | Jul 15, 2022 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks | Aug 17, 2021 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans | Dec 17, 2018 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 0 | 5 |
| CLIMB-3D: Continual Learning for Imbalanced 3D Instance Segmentation | Feb 24, 2025 | 3D Instance SegmentationContinual Learning | CodeCode Available | 0 | 5 |
| Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds | Sep 20, 2019 | 3D Instance Segmentation3D Object Classification | CodeCode Available | 0 | 5 |
| Top-Down Beats Bottom-Up in 3D Instance Segmentation | Feb 6, 2023 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 0 | 5 |
| SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation | Nov 23, 2017 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 0 | 5 |
| Horticultural Temporal Fruit Monitoring via 3D Instance Segmentation and Re-Identification using Point Clouds | Nov 12, 2024 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 0 | 5 |
| Collaborative Propagation on Multiple Instance Graphs for 3D Instance Segmentation with Single-point Supervision | Aug 10, 2022 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 0 | 5 |
| SA3DIP: Segment Any 3D Instance with Potential 3D Priors | Nov 6, 2024 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 0 | 5 |
| Associatively Segmenting Instances and Semantics in Point Clouds | Feb 26, 2019 | 3D Instance Segmentation3D Semantic Segmentation | CodeCode Available | 0 | 5 |
| 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 | 5 |
| PanoSLAM: Panoptic 3D Scene Reconstruction via Gaussian SLAM | Dec 31, 2024 | 3D Instance Segmentation3D Reconstruction | CodeCode Available | 0 | 5 |
| MASC: Multi-scale Affinity with Sparse Convolution for 3D Instance Segmentation | Feb 12, 2019 | 3D Instance SegmentationClustering | CodeCode Available | 0 | 5 |
| JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds | Dec 20, 2019 | 3D Instance SegmentationClustering | CodeCode Available | 0 | 5 |
| Learning Regional Purity for Instance Segmentation on 3D Point Clouds | Nov 3, 2020 | 3D Instance Segmentation3D Semantic Segmentation | CodeCode Available | 0 | 5 |
| Deep learning methods allow fully automated segmentation of metacarpal bones to quantify volumetric bone mineral density | May 6, 2021 | 3D Instance Segmentation | CodeCode Available | 0 | 5 |
| MWSIS: Multimodal Weakly Supervised Instance Segmentation with 2D Box Annotations for Autonomous Driving | Dec 12, 2023 | 3D Instance SegmentationAutonomous Driving | CodeCode Available | 0 | 5 |
| JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds with Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields | Apr 1, 2019 | 3D Instance Segmentation3D Semantic Instance Segmentation | CodeCode Available | 0 | 5 |
| ENSTRECT: A Stage-based Approach to 2.5D Structural Damage Detection | Jan 6, 2024 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 0 | 5 |
