PointNet系列论文解读
https://www.jiqizhixin.com/articles/2019-05-10-13
基于深度学习的三维点云语义分割网络介绍
https://www.jianshu.com/p/8d1560c04bd8
深度学习在3D点云处理中的探索
https://yochengliu.github.io/files/Report_JIANGMEN_2019-08.pdf
关于深度学习-2D特征点提取
https://github.com/rpautrat/SuperPoint
https://github.com/MVIG-SJTU/pointSIFT
https://github.com/yangyanli/PointCNN
按照时间顺序排列
PointNet
论文全称：Deep Learning on Point Sets for 3D Classification and Segmentation
会议名称：Computer Vision and Pattern Recognition (CVPR) 2017
项目地址：https://github.com/charlesq34/pointnet
PointNet++
论文全称：Deep Hierarchical Feature Learning on Point Sets in a Metric Space
会议名称：Conference on Neural Information Processing Systems (NIPS) 2017
项目地址：https://github.com/charlesq34/pointnet2
SEGCloud
论文全称：Semantic Segmentation of 3D Point Clouds
会议名称：International Conference of 3D Vision (3DV) 2017, Spotlight
项目地址：无
RSNet
论文全称：Recurrent Slice Networks for 3D Segmentation of Point Clouds
会议名称：Computer Vision and Pattern Recognition (CVPR) 2018, Spotlight
项目地址：https://github.com/qianguih/RSNet
PointSIFT
论文全称：A SIFT-like Network Module for 3D Point Cloud Semantic Segmentation
会议名称：Computer Vision and Pattern Recognition (CVPR) 2018
项目地址：https://github.com/MVIG-SJTU/pointSIFT