Detection, Segmentation, and Model Fitting of Individual Tree Stems from Airborne Laser Scanning of Forests Using Deep Learning

Multi-layered tree crown extraction from LiDAR data using graph-based segmentation

(2020) Tianyang Dong et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Tree crown segmentation based on a tree crown density model derived from Airborne Laser Scanning

(2019) Johan Holmgren et al.   Remote Sensing Letters

Dynamic Graph CNN for Learning on Point Clouds

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

Deep learning for conifer/deciduous classification of airborne LiDAR 3D point clouds representing individual trees

(2019) Hamid Hamraz et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Pretraining for Hyperspectral Convolutional Neural Network Classification

(2018) Lloyd Windrim et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Adaptive stopping criterion for top-down segmentation of ALS point clouds in temperate coniferous forests

(2018) Nina Amiri et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

The Use of Three-Dimensional Convolutional Neural Networks to Interpret LiDAR for Forest Inventory

(2018) Elias Ayrey et al.   Remote Sensing

Airborne LiDAR Remote Sensing for Individual Tree Forest Inventory Using Trunk Detection-Aided Mean Shift Clustering Techniques

(2018) Wei Chen et al.   Remote Sensing

Filtering Stems and Branches from Terrestrial Laser Scanning Point Clouds Using Deep 3-D Fully Convolutional Networks

(2018) Zhouxin Xi et al.   Remote Sensing

Predicting tree diameter using allometry described by non-parametric locally-estimated copulas from tree dimensions derived from airborne laser scanning

(2018) Qing Xu et al.   FOREST ECOLOGY AND MANAGEMENT

Tree Classification in Complex Forest Point Clouds Based on Deep Learning

(2017) Xinhuai Zou et al.   IEEE Geoscience and Remote Sensing Letters

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images

(2016) Gong Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Terrestrial laser scanning in forest inventories

(2016) Xinlian Liang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Single Tree Stem Profile Detection Using Terrestrial Laser Scanner Data, Flatness Saliency Features and Curvature Properties

(2016) Kenneth Olofsson et al.   Forests

Detecting Tree Stems from Volumetric TLS Data in Forest Environments with Rich Understory

(2016) Johannes Heinzel et al.   Remote Sensing

A Hierarchical Oil Tank Detector With Deep Surrounding Features for High-Resolution Optical Satellite Imagery

(2015) Lu Zhang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Diameter distribution estimation with laser scanning based multisource single tree inventory

(2015) Ville Kankare et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Deep learning-based tree classification using mobile LiDAR data

(2015) Haiyan Guan et al.   Remote Sensing Letters

Delineation of Individual Tree Crowns from ALS and Hyperspectral data: a comparison among four methods

(2015) Michele Dalponte et al.   European Journal of Remote Sensing

Impact of Tree-Oriented Growth Order in Marker-Controlled Region Growing for Individual Tree Crown Delineation Using Airborne Laser Scanner (ALS) Data

(2014) Zhen Zhen et al.   Remote Sensing

Tree Stem and Height Measurements using Terrestrial Laser Scanning and the RANSAC Algorithm

(2014) Kenneth Olofsson et al.   Remote Sensing

Multisource Single-Tree Inventory in the Prediction of Tree Quality Variables and Logging Recoveries

(2014) Mikko Vastaranta et al.   Remote Sensing

Automated Stem Curve Measurement Using Terrestrial Laser Scanning

(2013) Xinlian Liang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

The influence of scan mode and circle fitting on tree stem detection, stem diameter and volume extraction from terrestrial laser scans

(2013) Pyare Pueschel et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A New Method for Segmenting Individual Trees from the Lidar Point Cloud

(2013) Wenkai Li et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Tree crown delineation and tree species classification in boreal forests using hyperspectral and ALS data

(2013) Michele Dalponte et al.   REMOTE SENSING OF ENVIRONMENT

Estimation of stem attributes using a combination of terrestrial and airborne laser scanning

(2012) Eva Lindberg et al.   EUROPEAN JOURNAL OF FOREST RESEARCH

Single tree detection in heterogeneous boreal forests using airborne laser scanning and area-based stem number estimates

(2012) Liviu Ene et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

An International Comparison of Individual Tree Detection and Extraction Using Airborne Laser Scanning

(2012) Harri Kaartinen et al.   Remote Sensing

Comparative testing of single-tree detection algorithms under different types of forest

(2011) J. Vauhkonen et al.   FORESTRY

Automatic Stem Mapping Using Single-Scan Terrestrial Laser Scanning

(2011) Xinlian Liang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Measuring forest structure and biomass in New England forest stands using Echidna ground-based lidar

(2011) Tian Yao et al.   REMOTE SENSING OF ENVIRONMENT

Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics

(2010) Jari Vauhkonen et al.   REMOTE SENSING OF ENVIRONMENT

A Lidar Point Cloud Based Procedure for Vertical Canopy Structure Analysis And 3D Single Tree Modelling in Forest

(2008) Yunsheng Wang et al.   SENSORS