3D Point Cloud Semantic Segmentation Through Functional Data Analysis

Machine Learning-Based Supervised Classification of Point Clouds Using Multiscale Geometric Features

(2021) Muhammed Enes Atik et al.   ISPRS International Journal of Geo-Information

A Distance Correlation Approach for Optimum Multiscale Selection in 3D Point Cloud Classification

(2021) Manuel Oviedo-de la Fuente et al.   Mathematics

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation

(2020) Yuxing Xie et al.   IEEE Geoscience and Remote Sensing Magazine

Dynamic Graph CNN for Learning on Point Clouds

(2019) Yue Wang et al.   ACM TRANSACTIONS ON GRAPHICS

Multiscale Supervised Classification of Point Clouds with Urban and Forest Applications

(2019) Carlos Cabo et al.   SENSORS

Variable selection in functional additive regression models

(2018) Manuel Febrero-Bande et al.   COMPUTATIONAL STATISTICS

Analytical and numerical investigations on the accuracy and robustness of geometric features extracted from 3D point cloud data

(2017) André Dittrich et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Automatic Detection and Classification of Pole-Like Objects for Urban Cartography Using Mobile Laser Scanning Data

(2017) Celestino Ordóñez et al.   SENSORS

Random forests for functional covariates

(2016) Annette Möller et al.   JOURNAL OF CHEMOMETRICS

Feature selection for functional data

(2016) Ricardo Fraiman et al.   JOURNAL OF MULTIVARIATE ANALYSIS

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

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Statistical Computing in Functional Data Analysis: TheRPackagefda.usc

(2015) Manuel Febrero-Bande et al.   Journal of Statistical Software

Partial distance correlation with methods for dissimilarities

(2014) Gábor J. Székely et al.   ANNALS OF STATISTICS

A survey of functional principal component analysis

(2013) Han Lin Shang   AStA-Advances in Statistical Analysis

3D terrestrial lidar data classification of complex natural scenes using a multi-scale dimensionality criterion: Applications in geomorphology

(2012) N. Brodu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING