/Awesome-ALS-Point-Cloud-Classification

Collect some papers about ALS point cloud classification.

Awesome-ALS-Point-Cloud-Classification

Collect some papers about ALS point cloud classification.

Title Venue PDF CODE
Beyond single receptive field: A receptive field fusion-and-stratification network for airborne laser scanning point cloud classification ISPRS Journal PDF CODE
A geometry-attentional network for ALS point cloud classification ISPRS Journal PDF -
Airborne multispectral LiDAR point cloud classification with a feature Reasoning-based graph convolution network ISPRS Journal PDF -
Adaptive neighborhood size and effective geometric features selection for 3D scattered point cloud classification ISPRS Journal PDF -
VD-LAB: A view-decoupled network with local-global aggregation bridge for airborne laser scanning point cloud classification ISPRS Journal PDF -
DANCE-NET: Density-aware convolution networks with context encoding for airborne LiDAR point cloud classification ISPRS Journal PDF -
Airborne LiDAR point cloud classification with global-local graph attention convolution neural network ISPRS Journal PDF -
Directionally constrained fully convolutional neural network for airborne LiDAR point cloud classification ISPRS Journal PDF -
A geometry-attentional network for ALS point cloud classification ISPRS Journal PDF -
Deep point embedding for urban classification using ALS point clouds: A new perspective from local to global ISPRS Journal PDF -
A probabilistic graphical model for the classification of mobile LiDAR point clouds ISPRS Journal PDF -
Eigen-feature analysis of weighted covariance matrices for LiDAR point cloud classification ISPRS Journal PDF -
LASDU: A Large-Scale Aerial LiDAR Dataset for Semantic Labeling in Dense Urban Areas ISPRS Int. J. Geo-Inf. PDF -
GraNet: Global relation-aware attentional network for semantic segmentation of ALS point clouds ISPRS Journal PDF -
Local and Global Structure for Urban ALS Point Cloud Semantic Segmentation with Ground-Aware Attention TGRS PDF -
Hierarchical Aggregated Deep Features for ALS Point Cloud Classification TGRS PDF -
A Multilevel Point-Cluster-Based Discriminative Feature for ALS Point Cloud Classification TGRS PDF -