Improved Salient Feature-Based Approach for Automatically Separating Photosynthetic and Nonphotosynthetic Components Within Terrestrial Lidar Point Cloud Data of Forest Canopies

No abstract is available for this paper.

• Publication year

  2016

• Venue

  IEEE Transactions on Geoscience and Remote Sensing

• Publication date

  2016-02-01

• Fields of study

  Computer Science, Environmental Science

• Identifiers
  DOI 10.1109/TGRS.2015.2459716
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Eigen-feature analysis of weighted covariance matrices for LiDAR point cloud classification

  2014cited by this paper
• Assessment of crop foliar nitrogen using a novel dual-wavelength laser system and implications for conducting laser-based plant physiology

  2014cited by this paper
• Developing a dual-wavelength full-waveform terrestrial laser scanner to characterize forest canopy structure

  2014cited by this paper
• Estimating single-tree branch biomass of Norway spruce with terrestrial laser scanning using voxel-based and crown dimension features

  2013cited by this paper
• Individual tree biomass estimation using terrestrial laser scanning

  2013cited by this paper
• Retrieval of Effective Leaf Area Index in Heterogeneous Forests With Terrestrial Laser Scanning

  2013cited by this paper
• A lightweight, low cost autonomously operating terrestrial laser scanner for quantifying and monitoring ecosystem structural dynamics

  2013cited by this paper
• Three-dimensional forest reconstruction and structural parameter retrievals using a terrestrial full-waveform lidar instrument (Echidna®)

  2013cited by this paper
• Single tree biomass modelling using airborne laser scanning

  2013cited by this paper
• Computational-Geometry-Based Retrieval of Effective Leaf Area Index Using Terrestrial Laser Scanning

  2012cited by this paper
• How climate and vegetation type influence evapotranspiration and water use efficiency in Canadian forest, peatland and grassland ecosystems

  2012cited by this paper
• Leaf Orientation Retrieval From Terrestrial Laser Scanning (TLS) Data

  2012cited by this paper
• Early season remote sensing of wheat nitrogen status using a green scanning laser

  2011cited by this paper
• Relevance assessment of full-waveform lidar data for urban area classification

  2011cited by this paper
• Determining leaf area index and leafy tree roughness using terrestrial laser scanning

  2010cited by this paper
• Estimation and Error Analysis of Woody Canopy Leaf Area Density Profiles Using 3-D Airborne and Ground-Based Scanning Lidar Remote-Sensing Techniques

  2010cited by this paper
• Lidar-based mapping of leaf area index and its use for validating GLOBCARBON satellite LAI product in a temperate forest of the southern USA

  2009cited by this paper
• Modeling approaches to estimate effective leaf area index from aerial discrete-return LIDAR

  2009influential reference
• Influences of vegetation structure and elevation on CO2 uptake in a mature jack pine forest in Saskatchewan, Canada

  2008cited by this paper
• Tree Detection in Urban Regions Using Aerial Lidar and Image Data

  2007cited by this paper
• Factors contributing to accuracy in the estimation of the woody canopy leaf area density profile using 3D portable lidar imaging.

  2007cited by this paper
• A generic software design for Delaunay refinement meshing

  2007cited by this paper
• Segmentation of tree regions using data of a full-waveform laser

  2007cited by this paper
• Remote sensing of species mixtures in conifer plantations using LiDAR height and intensity data

  2007cited by this paper
• Natural terrain classification using three‐dimensional ladar data for ground robot mobility

  2006influential reference
• Determining digital hemispherical photograph exposure for leaf area index estimation

  2005cited by this paper
• Study of surface brightness from backscattered laser intensity: calibration of laser data

  2005cited by this paper
• Measuring forest structure with terrestrial laser scanning

  2005cited by this paper
• Natural terrain classification using 3-d ladar data

  2004cited by this paper
• Development of the Monsi-Saeki theory on canopy structure and function.

  2004cited by this paper
• Changes in vegetation structure and composition along a tropical forest chronosequence: implications for wildlife

  2003cited by this paper
• Experimental Results in Using Aerial LADAR Data for Mobile Robot Navigation

  2003cited by this paper
• Terrain Classification Techniques From Ladar Data For Autonomous Navigation

  2003cited by this paper
• Energy balance and canopy conductance of a boreal aspen forest: Partitioning overstory and understory components

  1997cited by this paper
• Retrieving Leaf Area Index of Boreal Conifer Forests Using Landsat TM Images

  1996cited by this paper
• Optically-based methods for measuring seasonal variation of leaf area index in boreal conifer stands

  1996cited by this paper
• Quantifying the effect of canopy architecture on optical measurements of leaf area index using two gap size analysis methods

  1995cited by this paper
• Defining leaf area index for non‐flat leaves

  1992cited by this paper
• Foliage area and architecture of plant canopies from sunfleck size distributions

  1992cited by this paper
• Instrument for Indirect Measurement of Canopy Architecture

  1991cited by this paper
• Autumnal leaf conductance and apparent photosynthesis by saplings and sprouts in a recently disturbed northern hardwood forest

  1990cited by this paper

• Boundary conditions for studying branch-scale tree growth strategies using tree quantitative structure model time series

  2026cites this paper
• Analyzing and correcting the incidence angle effect of the hyperspectral LiDAR echo intensity

  2026cites this paper
• A connectivity‐based algorithm for wood–leaf separation from terrestrial laser scanning data

  2025influential citation
• SegmentedForests: a labelled dataset of terrestrial LiDAR point clouds for semantic segmentation of forests

  2025cites this paper
• Optimizing Label Efficiency for Learning-Based Leaf–Wood Separation in Tree Point Clouds

  2025cites this paper
• 3D forest semantic segmentation using multispectral LiDAR and 3D deep learning

  2025cites this paper
• Combined impact of semantic segmentation and quantitative structure modelling of Southern pine trees using terrestrial laser scanning

  2025influential citation
• Eigenfeature‐enhanced deep learning: advancing tree species classification in mixed conifer forests with lidar

  2025cites this paper
• An unsupervised semantic segmentation network for wood–leaf separation in 3D point clouds

  2025cites this paper
• A Novel Supervoxel-Based NE-PC Model for Separating Wood and Leaf Components from Terrestrial Laser Scanning Data

  2025cites this paper
• Unsupervised deep learning for semantic segmentation of multispectral LiDAR forest point clouds

  2025cites this paper
• WLC-Net: A Robust and Fast Deep Learning Wood–Leaf Classification Method

  2025cites this paper
• The impact of leaf-wood separation algorithms on aboveground biomass estimation from terrestrial laser scanning

  2025cites this paper
• Benchmarking Geometry-Based Leaf-Filtering Algorithms for Tree Volume Estimation Using Terrestrial LiDAR Scanners

  2024cites this paper
• Integrating Trees into H-BIM with Grasshopper and Point Clouds:: A Case Study at the Giardino dei Semplici in Florence

  2024cites this paper
• Terrestrial Laser Scanning (TLS) for tree structure studies: a review of methods for wood-leaf classifications from 3D point clouds

  2024cites this paper
• Dynamic region growing approach for leaf-wood separation of individual trees based on geometric features and growing patterns

  2024cites this paper
• Cluster-Based Wood-Leaf Separation Method for Forest Plots Using Terrestrial Laser Scanning Data

  2024cites this paper
• Automatic Tree Detection/Localization in Urban Forest Using Terrestrial Lidar Data

  2024cites this paper
• Development of a Precise Tree Structure from LiDAR Point Clouds

  2024influential citation
• A Two-Stage Leaf–Stem Separation Model for Maize With High Planting Density With Terrestrial, Backpack, and UAV-Based Laser Scanning

  2024cites this paper
• SPTNet: Sparse Convolution and Transformer Network for Woody and Foliage Components Separation From Point Clouds

  2024cites this paper
• Quantify Wheat Canopy Leaf Angle Distribution Using Terrestrial Laser Scanning Data

  2024cites this paper
• LWSNet: A Point-Based Segmentation Network for Leaf-Wood Separation of Individual Trees

  2023cites this paper
• Automatic Separation of Photosynthetic Components in a LiDAR Point Cloud Data Collected from a Canadian Boreal Forest

  2023cites this paper
• Radiometric And Geometric Approach For Major Woody Parts Segmentation In Forest Lidar Point Clouds

  2023cites this paper
• Leaf and Wood Classification in Southern Pines Trees Using High Resolution Terrestrial Laser Scanning Data

  2023cites this paper
• Stem Detection from Terrestrial Laser Scanning Data with Features Selected via Stem-Based Evaluation

  2023cites this paper
• A novel geometric feature-based wood-leaf separation method for large and crown-heavy tropical trees using handheld laser scanning point cloud

  2023cites this paper
• MDC-Net: a multi-directional constrained and prior assisted neural network for wood and leaf separation from terrestrial laser scanning

  2023influential citation
• Operationalizing the use of TLS in forest inventories: The R package FORTLS

  2022cites this paper
• Graph-Based Leaf–Wood Separation Method for Individual Trees Using Terrestrial Lidar Point Clouds

  2022cites this paper
• Unsupervised Semantic Segmenting TLS Data of Individual Tree Based on Smoothness Constraint Using Open-Source Datasets

  2022cites this paper
• 3D modeling of laser-scanned trees based on skeleton refined extraction

  2022cites this paper
• A Deep Learning Time Series Approach for Leaf and Wood Classification from Terrestrial LiDAR Point Clouds

  2022influential citation
• Closing the gap between phenotyping and genotyping: review of advanced, image-based phenotyping technologies in forestry

  2022cites this paper
• Discriminating Forest Leaf and Wood Components in TLS Point Clouds at Single-Scan Level Using Derived Geometric Quantities

  2022influential citation
• Three Dimensional Light Detection and Ranging Decoder Design for Autonomous Vehicles Technologies

  2021cites this paper
• Leaf and Wood Separation for Individual Trees Using the Intensity and Density Data of Terrestrial Laser Scanners

  2021cites this paper
• Modelling and Comparing Shading Effects of 3D Tree Structures with Virtual Leaves

  2021cites this paper
• Point Cloud Inversion: A Novel Approach for the Localization of Trees in Forests from TLS Data

  2021cites this paper
• A Lidar-Based 3-D Photosynthetically Active Radiation Model Reveals the Spatiotemporal Variations of Forest Sunlit and Shaded Leaves

  2021cites this paper
• LiDAR-derived digital holograms for automotive head-up displays.

  2021cites this paper
• Classification of Handheld Laser Scanning Tree Point Cloud Based on Different KNN Algorithms and Random Forest Algorithm

  2021cites this paper
• Digital elevation model and terrain mapping using LiDAR

  2021cites this paper
• Wood-Leaf Classification of Tree Point Cloud Based on Intensity and Geometric Information

  2021cites this paper
• Assessing vertical structure of an endemic forest in succession using terrestrial laser scanning (TLS). Case study: Guadalupe Island

  2021cites this paper
• Wood and leaf separation from terrestrial LiDAR point clouds based on mode points evolution

  2021influential citation
• A novel and efficient method for wood–leaf separation from terrestrial laser scanning point clouds at the forest plot level

  2021influential citation
• Terrestrial Laser Scanning for Quantifying Timber Assortments from Standing Trees in a Mixed and Multi-Layered Mediterranean Forest

  2021cites this paper
• A Branch-Trunk-Constrained Hierarchical Clustering Method for Street Trees Individual Extraction from Mobile Laser Scanning Point Clouds

  2021cites this paper
• A comparison between TLS and UAS LiDAR to represent eucalypt crown fuel characteristics

  2021cites this paper
• Automatic segmentation of stem and leaf components and individual maize plants in field terrestrial LiDAR data using convolutional neural networks

  2021cites this paper
• Wood-leaf classification of tree point cloud based on intensity and geometrical information

  2021cites this paper
• Plot-level wood-leaf separation of trees using terrestrial LiDAR data based on a segmentwise geometric feature classification method

  2020influential citation
• A voxel matching method for effective leaf area index estimation in temperate deciduous forests from leaf-on and leaf-off airborne LiDAR data

  2020cites this paper
• SimTreeLS: Simulating aerial and terrestrial laser scans of trees

  2020cites this paper
• Direct estimation of photon recollision probability using terrestrial laser scanning

  2020cites this paper
• Graph-based methods for analyzing orchard tree structure using noisy point cloud data

  2020influential citation
• Structural Changes in Boreal Forests Can Be Quantified Using Terrestrial Laser Scanning

  2020cites this paper
• FRACTAL DIMENSION BASED SUPERVISED LEARNING FOR WOOD AND LEAF CLASSIFICATION FROM TERRESTRIAL LIDAR POINT CLOUDS

  2020cites this paper
• Apple Shape Detection Based on Geometric and Radiometric Features Using a LiDAR Laser Scanner

  2020cites this paper
• Unsupervised semantic and instance segmentation of forest point clouds

  2020cites this paper
• Improved Supervised Learning-Based Approach for Leaf and Wood Classification From LiDAR Point Clouds of Forests

  2020influential citation
• An Improved Convolution Neural Network-Based Model for Classifying Foliage and Woody Components from Terrestrial Laser Scanning Data

  2020cites this paper
• LeWoS: A universal leaf‐wood classification method to facilitate the 3D modelling of large tropical trees using terrestrial LiDAR

  2020cites this paper
• Upscaling Forest Biomass from Field to Satellite Measurements: Sources of Errors and Ways to Reduce Them

  2019cites this paper
• Leaf Segmentation Based on k-Means Algorithm to Obtain Leaf Angle Distribution Using Terrestrial LiDAR

  2019cites this paper
• Técnicas y usos en la clasificación automática de imágenes

  2019cites this paper
• Calculation of leaf area index in a Canadian boreal forest using adaptive voxelization and terrestrial LiDAR

  2019cites this paper
• Fine-scale Inventory of Forest Biomass with Ground-based LiDAR

  2019cites this paper
• Semi-automatic extraction of liana stems from terrestrial LiDAR point clouds of tropical rainforests

  2019cites this paper
• Accounting for Wood, Foliage Properties, and Laser Effective Footprint in Estimations of Leaf Area Density from Multiview-LiDAR Data

  2019cites this paper
• Extracting Wood Point Cloud of Individual Trees Based on Geometric Features

  2019cites this paper
• Variation of leaf angle distribution quantified by terrestrial LiDAR in natural European beech forest

  2019cites this paper
• Separating Leaf and Wood Points in Terrestrial Laser Scanning Data Using Multiple Optimal Scales

  2019influential citation
• Influence of 3D Spruce Tree Representation on Accuracy of Airborne and Satellite Forest Reflectance Simulated in DART

  2019cites this paper
• Leaf and wood classification framework for terrestrial LiDAR point clouds

  2019influential citation
• A Novel Approach for the Detection of Standing Tree Stems from Plot-Level Terrestrial Laser Scanning Data

  2019cites this paper
• Light interception modelling using unstructured LiDAR data in avocado orchards

  2018cites this paper
• Retrieving forest canopy clumping index using terrestrial laser scanning data

  2018cites this paper
• International benchmarking of terrestrial laser scanning approaches for forest inventories

  2018cites this paper
• 3D Environment Measurement and Reconstruction Based on LiDAR

  2018cites this paper
• On the utilization of novel spectral laser scanning for three-dimensional classification of vegetation elements

  2018cites this paper
• Quantitative Tree Reconstruction from Terrestrial Laser Scanning Data and Applications

  2018cites this paper
• Automated Segmentation of Leaves From Deciduous Trees in Terrestrial Laser Scanning Point Clouds

  2018cites this paper
• Extraction of Leaf Biophysical Attributes Based on a Computer Graphic-based Algorithm Using Terrestrial Laser Scanning Data

  2018cites this paper
• Comparison of Single and Multi-Scale Method for Leaf and Wood Points Classification from Terrestrial Laser Scanning Data

  2018cites this paper
• Seasonal change of leaf and woody area profiles in a midlatitude deciduous forest canopy from classified dual-wavelength terrestrial lidar point clouds

  2018cites this paper
• An automated approach for wood-leaf separation from terrestrial LIDAR point clouds using the density based clustering algorithm DBSCAN

  2018cites this paper
• Separating Tree Photosynthetic and Non-Photosynthetic Components from Point Cloud Data Using Dynamic Segment Merging

  2018influential citation
• Foliar and woody materials discriminated using terrestrial LiDAR in a mixed natural forest

  2018influential citation
• Non-intersecting leaf insertion algorithm for tree structure models

  2018cites this paper
• Weighing trees with lasers: advances, challenges and opportunities

  2018cites this paper
• Flow-vegetation interactions at the plant-scale: the importance of volumetric canopy morphology on flow field dynamics

  2017cites this paper
• FEASIBILITY OF MACHINE LEARNING METHODS FOR SEPARATING WOOD ANDLEAF POINTS FROM TERRESTRIAL LASER SCANNING DATA

  2017influential citation
• Retrieving forest canopy extinction coefficient from terrestrial and airborne lidar

  2017cites this paper
• Estimating Leaf Area Density of Individual Trees Using the Point Cloud Segmentation of Terrestrial LiDAR Data and a Voxel-Based Model

  2017influential citation
• Hierarchical approach for synthetic aperture radar and optical image coregistration using local and global geometric relationship of invariant features

  2017cites this paper
• Determining woody-to-total area ratio using terrestrial laser scanning (TLS)

  2016cites this paper