基于深度学习的三维点云语义分割网络介绍

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

©著作权归作者所有,转载或内容合作请联系作者
平台声明:文章内容(如有图片或视频亦包括在内)由作者上传并发布,文章内容仅代表作者本人观点,简书系信息发布平台,仅提供信息存储服务。

推荐阅读更多精彩内容