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

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

(2017) Zhishuang Yang et al.   Remote Sensing

2016 Index IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Vol. 9

(2016)   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Discriminative-Dictionary-Learning-Based Multilevel Point-Cluster Features for ALS Point-Cloud Classification

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

A supervoxel-based spectro-spatial approach for 3D urban point cloud labelling

(2016) Anandakumar M. Ramiya et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Context-dependent detection of non-linearly distributed points for vegetation classification in airborne LiDAR

(2016) Denis Horvat et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Learning multiscale and deep representations for classifying remotely sensed imagery

(2016) Wenzhi Zhao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Deep-Learning-Based Classification for DTM Extraction from ALS Point Cloud

(2016) Xiangyun Hu et al.   Remote Sensing

Classification and Segmentation of Satellite Orthoimagery Using Convolutional Neural Networks

(2016) Martin Längkvist et al.   Remote Sensing

Learning Hierarchical Features for Automated Extraction of Road Markings From 3-D Mobile LiDAR Point Clouds

(2015) Yongtao Yu et al.   IEEE Journal of Selected Topics in Applied Earth Observations 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

Deep learning

(2015) Yann LeCun et al.   NATURE

An evolutionary-weighted majority voting and support vector machines applied to contextual classification of LiDAR and imagery data fusion

(2015) Jorge García-Gutiérrez et al.   NEUROCOMPUTING

Contextual Classification of Full Waveform Lidar Data in the Wadden Sea

(2014) Alena Schmidt et al.   IEEE Geoscience and Remote Sensing Letters

Automated parameterisation for multi-scale image segmentation on multiple layers

(2014) L. Drăguţ et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Aerial 3D Building Detection and Modeling From Airborne LiDAR Point Clouds

(2013) Shaohui Sun et al.   IEEE Journal of Selected Topics in Applied Earth Observations 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

Comparison Between First Pulse and Last Pulse Laser Scanner Data in the Automatic Detection of Buildings

(2013) Leena Matikainen et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Enhanced Road Boundary and Obstacle Detection Using a Downward-Looking LIDAR Sensor

(2012) Jaehyun Han et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Prediction of understory vegetation cover with airborne lidar in an interior ponderosa pine forest

(2012) Brian M. Wing et al.   REMOTE SENSING OF ENVIRONMENT

Relevance assessment of full-waveform lidar data for urban area classification

(2011) Clément Mallet et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Parameter-free ground filtering of LiDAR data for automatic DTM generation

(2011) Domen Mongus et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A spatial–spectral kernel-based approach for the classification of remote-sensing images

(2011) M. Fauvel et al.   PATTERN RECOGNITION

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

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

A multi-directional ground filtering algorithm for airborne LIDAR

(2008) Xuelian Meng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Object-Based Point Cloud Analysis of Full-Waveform Airborne Laser Scanning Data for Urban Vegetation Classification

(2008) Martin Rutzinger et al.   SENSORS