A geometry-aware attention network for semantic segmentation of MLS point clouds

Figshare2021-12-03 更新2026-04-28 收录

三维点云语义分割

移动激光扫描处理

数据链接：

https://figshare.com/articles/dataset/GAANet/17121272 数据链接链接失效反馈

官方服务：

资源简介：

The codes that support the findings of manuscript entitled "A geometry-aware attention network for semantic segmentation of MLS point clouds".

创建时间：

2021-12-03

HRHD-HK用于摄影测量点云三维语义分割的高层高密度城市场景基准数据集的支持数据

三维点云语义分割

城市场景建模

本文介绍了HRHD-HK数据集，一个专注于高层高密度城市场景的三维语义分割基准数据集。该数据集通过摄影测量技术获取点云数据，旨在评估和优化三维空间中的语义分割算法。HRHD-HK为研究者提供了丰富的城市环境样本，有助于推动三维视觉和地理空间信息领域的发展，特别是在处理复杂城市景观的自动化理解和分析中展现出重要价值。

国家对地观测科学数据中心2024-11-14 更新180

SynthCity Dataset - Complete

三维点云语义分割

合成数据生成

With deep learning becoming a more prominent approach for automatic classification of three-dimensional point cloud data, a key bottleneck is the amount of high quality training data, especially when

Figshare2019-07-10 更新90

The LiDAR point cloud dataset

农业基础设施检测

三维点云语义分割

The LiDAR point cloud dataset used in this study was collected from agricultural corridors containing utility infrastructure in Hangzhou, China. To promote open science and ensure the reproducibility

Zenodo2026-02-07 更新80

SynthCity Dataset - Area 3 (Test)

三维点云语义分割

合成数据训练

With deep learning becoming a more prominent approach for automatic classification of three-dimensional point cloud data, a key bottleneck is the amount of high quality training data, especially when

DataCite Commons2020-08-26 更新100

Supporting data for "HRHD-HK: A Benchmark Dataset of High-Rise and High-Density Urban Scenes for 3D Semantic Segmentation of Photogrammetric Point Clouds"

三维点云语义分割

高密度城市建模

HRHD-HK: A Benchmark Dataset of High-Rise and High-Density Urban Scenes for 3D Semantic Segmentation of Photogrammetric Point Clouds This is the official repository of the HRHD-HK dat

DataCite Commons2023-12-12 更新90

A geometry-aware attention network for semantic segmentation of MLS point clouds

资源简介：

相关数据集