Extracting Urban Road Footprints from Airborne LiDAR Point Clouds with PointNet++ and Two-Step Post-Processing

Airborne LiDAR point cloud classification with global-local graph attention convolution neural network

(2021) Congcong Wen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Multispectral LiDAR Point Cloud Classification Using SE-PointNet++

(2021) Zhuangwei Jing et al.   Remote Sensing

Review on Active and Passive Remote Sensing Techniques for Road Extraction

(2021) Jianxin Jia et al.   Remote Sensing

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

Point Attention Network for Semantic Segmentation of 3D Point Clouds

(2020) Mingtao Feng et al.   PATTERN RECOGNITION

Direct Georeferencing for the Images in an Airborne LiDAR System by Automatic Boresight Misalignments Calibration

(2020) Haichi Ma et al.   SENSORS

A higher-order tensor voting-based approach for road junction detection and delineation from airborne LiDAR data

(2019) Zhuo Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Deep learning for conifer/deciduous classification of airborne LiDAR 3D point clouds representing individual trees

(2019) Hamid Hamraz et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A parameter-free progressive TIN densification filtering algorithm for lidar point clouds

(2018) Xiaotian Shi et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Developing a multi-filter convolutional neural network for semantic segmentation using high-resolution aerial imagery and LiDAR data

(2018) Ying Sun et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Deep Learning Approach for Building Detection Using LiDAR–Orthophoto Fusion

(2018) Faten Hamed Nahhas et al.   Journal of Sensors

A structured regularization framework for spatially smoothing semantic labelings of 3D point clouds

(2017) Loïc Landrieu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Decomposition of small-footprint full waveform LiDAR data based on generalized Gaussian model and grouping LM optimization

(2017) Hongchao Ma et al.   MEASUREMENT SCIENCE and TECHNOLOGY

A Two-Stage Optimization Strategy for Fuzzy Object-Based Analysis Using Airborne LiDAR and High-Resolution Orthophotos for Urban Road Extraction

(2017) Maher Ibrahim Sameen et al.   Journal of Sensors

Road centerline extraction from airborne LiDAR point cloud based on hierarchical fusion and optimization

(2016) Zhenyang Hui et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Investigating performance of Airborne LiDAR data filtering algorithms for DTM generation

(2015) Nizar Polat et al.   MEASUREMENT

Road detection from airborne LiDAR point clouds adaptive for variability of intensity data

(2015) Yong Li et al.   OPTIK

Road Centerline Extraction in Complex Urban Scenes From LiDAR Data Based on Multiple Features

(2014) Xiangyun Hu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Road Extraction from Lidar Data Using Support Vector Machine Classification

(2014) Ali Akbar Matkan et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Automatic representation and reconstruction of DBM from LiDAR data using Recursive Minimum Bounding Rectangle

(2013) Eunju Kwak et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Extracting Urban Road Networks from High-resolution True Orthoimage and Lidar

(2013) Junhee Youn et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Morphology-based Building Detection from Airborne Lidar Data

(2013) Xuelian Meng et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

SVM-Based Classification of Segmented Airborne LiDAR Point Clouds in Urban Areas

(2013) Jixian Zhang et al.   Remote Sensing

Extracting roads from dense point clouds in large scale urban environment

(2011) Aleksey Boyko et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Three-Dimensional LiDAR Data Classifying to Extract Road Point in Urban Area

(2008) Yun-Woong Choi et al.   IEEE Geoscience and Remote Sensing Letters