Beyond single receptive field: A receptive field fusion-and-stratification network for airborne laser scanning point cloud classification

VD-LAB: A view-decoupled network with local-global aggregation bridge for airborne laser scanning point cloud classification

(2022) Jihao Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

GraNet: Global relation-aware attentional network for semantic segmentation of ALS point clouds

(2021) Rong Huang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Directionally constrained fully convolutional neural network for airborne LiDAR point cloud classification

(2020) Congcong Wen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND 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

DANCE-NET: Density-aware convolution networks with context encoding for airborne LiDAR point cloud classification

(2020) Xiang Li 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

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

(2020) Zhen Ye et al.   ISPRS International Journal of Geo-Information

Addressing overfitting on point cloud classification using Atrous XCRF

(2019) Hasan Asy’ari Arief et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

2019 IEEE GRSS Data Fusion Contest: Large-Scale Semantic 3D Reconstruction [Technical Committees]

(2019) Bertrand Le Saux et al.   IEEE Geoscience and Remote Sensing Magazine

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

A multi-scale fully convolutional network for semantic labeling of 3D point clouds

(2018) Mohammed Yousefhussien et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Point convolutional neural networks by extension operators

(2018) Matan Atzmon et al.   ACM TRANSACTIONS ON GRAPHICS

Large-scale estimation of change in aboveground biomass in miombo woodlands using airborne laser scanning and national forest inventory data

(2017) Liviu Theodor Ene et al.   REMOTE SENSING OF ENVIRONMENT

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

(2017) Zhishuang Yang et al.   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

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

Computationally Efficient Method for the Generation of a Digital Terrain Model From Airborne LiDAR Data Using Connected Operators

(2013) Domen Mongus et al.   IEEE Journal of Selected Topics in Applied Earth Observations 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

Mapping Savanna Tree Species at Ecosystem Scales Using Support Vector Machine Classification and BRDF Correction on Airborne Hyperspectral and LiDAR Data

(2012) Matthew Colgan et al.   Remote Sensing

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

(2010) Michael Cramer   Photogrammetrie Fernerkundung Geoinformation

A Concise and Provably Informative Multi-Scale Signature Based on Heat Diffusion

(2009) Jian Sun et al.   COMPUTER GRAPHICS FORUM

Mapping LAI in a Norway spruce forest using airborne laser scanning

(2009) Svein Solberg et al.   REMOTE SENSING OF ENVIRONMENT