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

Classification of airborne 3D point clouds regarding separation of vegetation in complex environments

(2021) Dimitri Bulatov et al.   APPLIED OPTICS

ConvPoint: Continuous convolutions for point cloud processing

(2020) Alexandre Boulch   COMPUTERS & GRAPHICS-UK

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

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

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

SnapNet: 3D point cloud semantic labeling with 2D deep segmentation networks

(2018) Alexandre Boulch et al.   COMPUTERS & GRAPHICS-UK

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

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

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

(2016) Bisheng Yang et al.   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

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

Filtering airborne LiDAR data by embedding smoothness-constrained segmentation in progressive TIN densification

(2013) Jixian Zhang 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

Complete residential urban area reconstruction from dense aerial LiDAR point clouds

(2012) Qian-Yi Zhou et al.   GRAPHICAL MODELS

Identifying vegetation from laser data in structured outdoor environments

(2012) Kai M. Wurm et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

3D vegetation mapping using small‐footprint full‐waveform airborne laser scanners

(2008) W. Wagner et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING