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Point-based 3D Object Detection

2022

  • SASA: Semantics-Augmented Set Abstraction for Point-based 3D Object Detection (AAAI 22)

2021

  • 3D Object Detection with Pointformer (CVPR 21)

  • Relation Graph Network for 3D Object Detection in Point Clouds (T-IP 21)

  • 3D-CenterNet: 3D object detection network for point clouds with center estimation priority (PR 21)

2020

  • 3DSSD: Point-based 3D Single Stage Object Detector (CVPR 20)

  • Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud (CVPR 20)

  • Joint 3D Instance Segmentation and Object Detection for Autonomous Driving (CVPR 20)

  • Improving 3D Object Detection through Progressive Population Based Augmentation (ECCV 20)

  • False Positive Removal for 3D Vehicle Detection with Penetrated Point Classifier (ICIP 20)

2019

  • PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud (CVPR 19)

  • Attentional PointNet for 3D-Object Detection in Point Clouds (CVPRW 19)

  • STD: Sparse-to-Dense 3D Object Detector for Point Cloud (ICCV 19)

  • StarNet: Targeted Computation for Object Detection in Point Clouds (arXiv 19)

  • PointRGCN: Graph Convolution Networks for 3D Vehicles Detection Refinement (arXiv 19)

2018

  • IPOD: Intensive Point-based Object Detector for Point Cloud (arXiv 18)