Deep learning-based tree classification using mobile LiDAR data

Semiautomated Extraction of Street Light Poles From Mobile LiDAR Point-Clouds

(2015) Yongtao Yu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Estimating plot volume using lidar height and intensity distributional parameters

(2014) Doo-Ahn Kwak et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Classification of tree species based on structural features derived from high density LiDAR data

(2013) Jili Li et al.   AGRICULTURAL AND FOREST METEOROLOGY

Learning with Hierarchical-Deep Models

(2013) R. Salakhutdinov et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A method for extracting trees from vehicle-borne laser scanning data

(2013) Ruofei Zhong et al.   MATHEMATICAL AND COMPUTER MODELLING

A Voxel-Based Method for Automated Identification and Morphological Parameters Estimation of Individual Street Trees from Mobile Laser Scanning Data

(2013) Bin Wu et al.   Remote Sensing

Tree Species Identification in Mixed Baltic Forest Using LiDAR and Multispectral Data

(2012) Romans Dinuls et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

An Efficient Learning Procedure for Deep Boltzmann Machines

(2012) Ruslan Salakhutdinov et al.   NEURAL COMPUTATION

Identification of individual tree crowns from LiDAR data using a circle fitting algorithm with local maxima and minima filtering

(2012) Anjin Chang et al.   Remote Sensing Letters

Individual Urban Tree Species Classification Using Very High Spatial Resolution Airborne Multi-Spectral Imagery Using Longitudinal Profiles

(2012) Kongwen Zhang et al.   Remote Sensing

Tree Classification with Fused Mobile Laser Scanning and Hyperspectral Data

(2011) Eetu Puttonen et al.   SENSORS

Assessing the utility of LiDAR to differentiate among vegetation structural classes

(2011) Trevor G. Jones et al.   Remote Sensing Letters

A low-cost multi-sensoral mobile mapping system and its feasibility for tree measurements

(2010) Anttoni Jaakkola et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Extracting urban vegetation characteristics using spectral mixture analysis and decision tree classifications

(2008) Thoreau Rory Tooke et al.   REMOTE SENSING OF ENVIRONMENT