Back-tracing Representative Points for Voting-based 3D Object Detection in Point Clouds

BRNet

Back-tracing Representative Points for Voting-based 3D Object Detection in Point Clouds.

Introduction

This is a release of the code of our paper Back-tracing Representative Points for Voting-based 3D Object Detection in Point Clouds, CVPR 2021.

Authors: Bowen Cheng, Lu Sheng*, Shaoshuai Shi, Ming Yang, Dong Xu (*corresponding author)

[arxiv]

In this repository, we reimplement BRNet based on mmdetection3d for easier usage.

Citation

If you find our work useful in your research, please consider citing:

@inproceedings{cheng2021brnet,
  title={Back-tracing Representative Points for Voting-based 3D Object Detection in Point Clouds},
  author={Cheng, Bowen and Sheng, Lu and Shi, Shaoshuai and Yang, Ming and Xu, Dong},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year={2021}
}

Installation

This repo is built based on mmdetection3d

 

 

 

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