随笔分类 -  3D点云分类

(2023年新疆大学、中科院等点云分类最新综述) Deep learning-based 3D point cloud classification: A systematic survey and outlook
摘要：目录1、引言2 、3D数据2.1、3D数据表示形式2.2、点云数据存储格式2.3、3D点云公共数据集3 、基于深度学习的点云分类方法3.1、基于多视角的方法3.2、基于体素的方法3.3 、基于点云的方法3.3.1局部特征聚合3.3.1.1基于逐点处理的方法3.3.1.2基于卷积的方法3.3.1.3基 阅读全文
posted @ 2023-10-09 12:53 阁楼式的幻想 阅读(3773) 评论(0) 推荐(2) 编辑
(论文笔记ICCV2021)Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis
摘要：目录 Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis 漫步在云中:学习点云形状分析的曲线 论文地址：https://arxiv.org/abs/2105.01288 代码：https://curvenet.gith 阅读全文
posted @ 2021-06-08 22:27 阁楼式的幻想 阅读(1367) 评论(0) 推荐(1) 编辑
论文笔记：（2021CVPR）PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds
摘要：目录 PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds PAConv：基于点云动态核组装的位置自适应卷积 论文地址：https://arxiv.org/abs/2103.14635 阅读全文
posted @ 2021-06-03 20:43 阁楼式的幻想 阅读(2698) 评论(0) 推荐(0) 编辑
论文笔记：（ICML2020）On Learning Sets of Symmetric Elements
摘要：目录 Deep Sets &nbsp &nbsp Haggai Maron &nbsp &nbsp Or Litan &nbsp &nbsp Gal Chechik &nbsp &nbsp Ethan Fetaya 论文地址：https://arxiv.org/abs/2002.08599 #摘要 阅读全文
posted @ 2020-12-09 14:30 阁楼式的幻想 阅读(486) 评论(0) 推荐(0) 编辑
论文笔记：（2017NIPS）DeepSets
摘要：目录 Deep Sets 论文地址：https://paperswithcode.com/paper/deep-sets 代码：https://github.com/manzilzaheer/DeepSets https://github.com/yassersouri/pytorch-deep-s 阅读全文
posted @ 2020-12-07 17:24 阁楼式的幻想 阅读(3653) 评论(0) 推荐(0) 编辑
论文笔记：（ICCV2019）KPConv: Flexible and Deformable Convolution for Point Clouds
摘要：目录 KPConv: Flexible and Deformable Convolution for Point Clouds &nbsp &nbsp Hugues Thomas &nbsp &nbsp Charles R. Qi &nbsp &nbsp Jean-Emmanuel Deschaud 阅读全文
posted @ 2020-12-02 20:43 阁楼式的幻想 阅读(2580) 评论(0) 推荐(0) 编辑
2020国防科大综述：3D点云深度学习——综述（3D点云分割部分）
摘要：目录 3D点云深度学习：综述（3D点云分割部分） Deep Learning for 3D Point Clouds: A Survey TPAMI&nbsp &nbsp &nbsp &nbsp 2019.12 &nbsp &nbsp &nbsp &nbsp 作者：Yulan Guo &nbsp & 阅读全文
posted @ 2020-12-01 15:40 阁楼式的幻想 阅读(9094) 评论(0) 推荐(1) 编辑
论文笔记：（2019）GAPNet: Graph Attention based Point Neural Network for Exploiting Local Feature of Point Cloud
摘要：目录 GAPNet: Graph Attention based Point Neural Network for Exploiting Local Feature of Point Cloud &nbsp &nbsp Hengshuang Zhao &nbsp &nbsp Li Jiang &nb 阅读全文
posted @ 2020-11-28 21:09 阁楼式的幻想 阅读(1612) 评论(0) 推荐(0) 编辑
论文笔记：（CVPR2019）PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing
摘要：目录 PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing &nbsp &nbsp Hengshuang Zhao &nbsp &nbsp Li Jiang &nbsp &nbsp Chi-Wing Fu 阅读全文
posted @ 2020-11-19 23:59 阁楼式的幻想 阅读(3375) 评论(1) 推荐(0) 编辑
论文笔记：（2019）LDGCNN : Linked Dynamic Graph CNN-Learning on PointCloud via Linking Hierarchical Features
摘要：目录 LDGCNN : Linked Dynamic Graph CNN-Learning on PointCloud via Linking Hierarchical Features 论文地址：https://arxiv.org/abs/1904.10014 代码：https://github. 阅读全文
posted @ 2020-11-19 14:59 阁楼式的幻想 阅读(1764) 评论(0) 推荐(0) 编辑
论文笔记：（TOG2019）DGCNN : Dynamic Graph CNN for Learning on Point Clouds
摘要：目录 Dynamic Graph CNN for Learning on Point Clouds 论文地址：https://arxiv.org/abs/1801.07829 代码：https://github.com/WangYueFt/dgcnn 别人复现的（pytorch版）：https:// 阅读全文
posted @ 2020-11-17 17:52 阁楼式的幻想 阅读(4425) 评论(3) 推荐(0) 编辑
论文笔记：（2019CVPR）PointConv: Deep Convolutional Networks on 3D Point Clouds
摘要：目录 PointConv: Deep Convolutional Networks on 3D Point Clouds &nbsp &nbsp Wenxuan Wu &nbsp &nbsp Zhongang Qi &nbsp &nbsp Li Fuxin &nbsp &nbsp CORIS Ins 阅读全文
posted @ 2020-11-11 17:32 阁楼式的幻想 阅读(2214) 评论(0) 推荐(0) 编辑
论文笔记：（NIPS2018）PointCNN: Convolution On X-Transformed Points
摘要：目录 PointCNN: Convolution On X-Transformed Points &nbsp &nbsp Yangyan Li &nbsp &nbsp Rui Bu &nbsp &nbsp Wei Wu &nbsp &nbsp Xinhan Di &nbsp &nbsp Baoqua 阅读全文
posted @ 2020-11-09 17:52 阁楼式的幻想 阅读(922) 评论(0) 推荐(0) 编辑
论文笔记：（CVPR2019）Relation-Shape Convolutional Neural Network for Point Cloud Analysis
摘要：目录 Relation-Shape Convolutional Neural Network for Point Cloud Analysis &nbsp &nbsp Yongcheng Liu &nbsp &nbspHao Bin Fan &nbsp &nbspKaichun Shiming Xi 阅读全文
posted @ 2020-11-05 12:28 阁楼式的幻想 阅读(957) 评论(0) 推荐(0) 编辑
论文笔记：（NIPS2017）PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
摘要：目录 PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space &nbsp &nbsp Charles R. Qi* &nbsp &nbspLi Yi &nbsp &nbspHao Su &nbsp 阅读全文
posted @ 2020-11-02 15:48 阁楼式的幻想 阅读(819) 评论(0) 推荐(0) 编辑
论文笔记：（CVPR2017）PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
摘要：目录 PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation &nbsp &nbsp Charles R. Qi* &nbsp &nbspHao Su* &nbsp &nbspKaichun Mo &n 阅读全文
posted @ 2020-10-29 17:47 阁楼式的幻想 阅读(1427) 评论(0) 推荐(0) 编辑
点云上的深度学习及其在三维场景理解中的应用（PPT内容整理PointNet）
摘要：这篇博客主要是整理了PointNet提出者祁芮中台介绍PointNet、PointNet++、Frustum PointNets的PPT内容，内容包括如何将点云进行深度学习，如何设计新型的网络架构，如何将架构应用的3D场景理解。 作者主页：https://stanford.edu/~rqi/ B站视 阅读全文
posted @ 2020-10-27 15:02 阁楼式的幻想 阅读(3030) 评论(0) 推荐(1) 编辑
2020国防科大综述：3D点云深度学习—综述（点云形状识别部分）
摘要：目录 3D点云深度学习：综述（点云形状识别部分） Deep Learning for 3D Point Clouds: A Survey TPAMI&nbsp &nbsp &nbsp &nbsp 2019.12 &nbsp &nbsp &nbsp &nbsp 作者：Yulan Guo &nbsp & 阅读全文
posted @ 2020-10-14 17:26 阁楼式的幻想 阅读(7822) 评论(0) 推荐(0) 编辑

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