LASDU: A Large-Scale Aerial LiDAR Dataset for Semantic Labeling in Dense Urban Areas

Deep point embedding for urban classification using ALS point clouds: A new perspective from local to global

(2020) Rong Huang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Registration of large-scale terrestrial laser scanner point clouds: A review and benchmark

(2020) Zhen Dong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A geometry-attentional network for ALS point cloud classification

(2020) Wuzhao Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation

(2020) Yuxing Xie et al.   IEEE Geoscience and Remote Sensing Magazine

Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest

(2019) Yonghao Xu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Classification of ALS Point Clouds Using End-to-End Deep Learning

(2019) Lukas Winiwarter et al.   PFG-Journal of Photogrammetry Remote Sensing and Geoinformation Science

Semantic Labeling of ALS Point Cloud via Learning Voxel and Pixel Representations

(2019) Nannan Qin et al.   IEEE Geoscience and Remote Sensing Letters

PLADE: A Plane-Based Descriptor for Point Cloud Registration With Small Overlap

(2019) Songlin Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Classifying airborne LiDAR point clouds via deep features learned by a multi-scale convolutional neural network

(2018) Ruibin Zhao et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Paris-Lille-3D: A large and high-quality ground-truth urban point cloud dataset for automatic segmentation and classification

(2018) Xavier Roynard et al.   INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH

Large-scale urban point cloud labeling and reconstruction

(2018) Liqiang Zhang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Hierarchical registration of unordered TLS point clouds based on binary shape context descriptor

(2018) Zhen Dong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Voxel- and Graph-Based Strategy for Segmenting Man-Made Infrastructures Using Perceptual Grouping Laws: Comparison and Evaluation

(2018) Yusheng Xu et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Contextual segment-based classification of airborne laser scanner data

(2017) George Vosselman et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A multiscale dataset for understanding complex eco-hydrological processes in a heterogeneous oasis system

(2017) Xin Li et al.   Scientific Data

Octree-based region growing for point cloud segmentation

(2015) Anh-Vu Vo et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers

(2015) Martin Weinmann et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Heihe Watershed Allied Telemetry Experimental Research (HiWATER): Scientific Objectives and Experimental Design

(2013) Xin Li et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Change detection in urban areas by object-based analysis and on-the-fly comparison of multi-view ALS data

(2013) Marcus Hebel et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Multiple-entity based classification of airborne laser scanning data in urban areas

(2013) S. Xu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Contextual classification of lidar data and building object detection in urban areas

(2013) Joachim Niemeyer et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

The DGPF-Test on Digital Airborne Camera Evaluation – Overview and Test Design

(2010) Michael Cramer   Photogrammetrie Fernerkundung Geoinformation

3D segmentation of single trees exploiting full waveform LIDAR data

(2009) J. Reitberger et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING