Systematic Comparison of Power Line Classification Methods from ALS and MLS Point Cloud Data

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

An object-based supervised classification framework for very-high-resolution remote sensing images using convolutional neural networks

(2018) Xiaodong Zhang et al.   Remote Sensing Letters

A Bayesian-Network-Based Classification Method Integrating Airborne LiDAR Data With Optical Images

(2017) Zhizhong Kang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Object-Based Convolutional Neural Network for High-Resolution Imagery Classification

(2017) Wenzhi Zhao et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

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

Airborne mapping of benthic reflectance spectra with Bayesian linear mixtures

(2017) David R. Thompson et al.   REMOTE SENSING OF ENVIRONMENT

Segmentation of building roofs from airborne LiDAR point clouds using robust voxel-based region growing

(2017) Yusheng Xu et al.   Remote Sensing Letters

A Convolutional Neural Network-Based 3D Semantic Labeling Method for ALS Point Clouds

(2017) Zhishuang Yang et al.   Remote Sensing

Classification of ALS Point Cloud with Improved Point Cloud Segmentation and Random Forests

(2017) Huan Ni et al.   Remote Sensing

Supervised Classification of Power Lines from Airborne LiDAR Data in Urban Areas

(2017) Yanjun Wang et al.   Remote Sensing

A Multi-Constraint Combined Method for Ground Surface Point Filtering from Mobile LiDAR Point Clouds

(2017) et al.   Remote Sensing

High-Resolution Remote Sensing Data Classification over Urban Areas Using Random Forest Ensemble and Fully Connected Conditional Random Field

(2017) Xiaofeng Sun et al.   ISPRS International Journal of Geo-Information

UAV Low Altitude Photogrammetry for Power Line Inspection

(2017) Yong Zhang et al.   ISPRS International Journal of Geo-Information

A Multilevel Point-Cluster-Based Discriminative Feature for ALS Point Cloud Classification

(2016) Zhenxin Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

High resolution multisensor fusion of SAR, optical and LiDAR data based on crisp vs. fuzzy and feature vs. decision ensemble systems

(2016) Behnaz Bigdeli et al.   International Journal of Applied Earth Observation and Geoinformation

A systematic comparison of different object-based classification techniques using high spatial resolution imagery in agricultural environments

(2016) Manchun Li et al.   International Journal of Applied Earth Observation and Geoinformation

Extraction of power-transmission lines from vehicle-borne lidar data

(2016) Haiyan Guan et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Risk assessment for wildfire occurrence in high-voltage power line corridors by using remote-sensing techniques: a case study in Hubei Province, China

(2016) Kan Xu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Remote sensing methods for power line corridor surveys

(2016) Leena Matikainen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

The application of Bayesian network classifiers to cloud classification in satellite images

(2016) J. Alonso-Montesinos et al.   RENEWABLE ENERGY

An Improved Method for Power-Line Reconstruction from Point Cloud Data

(2016) Bo Guo et al.   Remote Sensing

Automated Reconstruction of Building LoDs from Airborne LiDAR Point Clouds Using an Improved Morphological Scale Space

(2016) Bisheng Yang et al.   Remote Sensing

Distinctive 2D and 3D features for automated large-scale scene analysis in urban areas

(2015) M. Weinmann et al.   COMPUTERS & GRAPHICS-UK

Semi-supervised SVM for individual tree crown species classification

(2015) Michele Dalponte et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Classification of airborne laser scanning data using JointBoost

(2015) Bo Guo 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

Object-oriented semantic labelling of spectral–spatial LiDAR point cloud for urban land cover classification and buildings detection

(2015) Anandakumar M. Ramiya et al.   Geocarto International

Seamless Fusion of LiDAR and Aerial Imagery for Building Extraction

(2014) Guoqing Zhou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Classification of airborne laser scanning point clouds based on binomial logistic regression analysis

(2014) Cornelis Stal et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Ground and building extraction from LiDAR data based on differential morphological profiles and locally fitted surfaces

(2014) Domen Mongus et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Fully-Automated Power Line Extraction from Airborne Laser Scanning Point Clouds in Forest Areas

(2014) Lingli Zhu et al.   Remote Sensing

Extraction of Urban Power Lines from Vehicle-Borne LiDAR Data

(2014) Liang Cheng et al.   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

A Piecewise Catenary Curve Model Growing for 3D Power Line Reconstruction

(2013) Yoonseok Jwa et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Point-based Classification of Power Line Corridor Scene Using Random Forests

(2013) Heungsik B. Kim et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Geodetic imaging with airborne LiDAR: the Earth's surface revealed

(2013) C L Glennie et al.   REPORTS ON PROGRESS IN PHYSICS

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

(2013) Jixian Zhang et al.   Remote Sensing

Vegetation encroachment monitoring for transmission lines right-of-ways: A survey

(2012) Junaid Ahmad et al.   ELECTRIC POWER SYSTEMS RESEARCH

Review of ladar: a historic, yet emerging, sensor technology with rich phenomenology

(2012) Paul F. McManamon   OPTICAL ENGINEERING

Relevance of airborne lidar and multispectral image data for urban scene classification using Random Forests

(2010) Li Guo et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Ground Filtering Algorithms for Airborne LiDAR Data: A Review of Critical Issues

(2010) Xuelian Meng et al.   Remote Sensing

Improvement of the Edge‐based Morphological (EM) method for lidar data filtering

(2009) Qi Chen   INTERNATIONAL JOURNAL OF REMOTE SENSING