https://se.mathworks.com/help/lidar/ref/pcmatchfeatures.html
pcmatchfeatures - Find matching features between point clouds - MATLAB
This MATLAB function finds matching features between the input matrices of extracted point cloud features and returns their indices within each feature matrix.
point cloudsfindmatchingfeaturesmatlab
https://invision-news.com/optische-messtechnik/real-time-colourfull-3d-point-clouds/
Real-Time Colourfull 3D Point Clouds | inVISION NEWS
Jul 11, 2022 - Photoneo presented at the automatica fair the MotionCam-3D Color for colourful 3D point clouds in real-time and with sub-millimter accuracy.
real timepoint cloudsinvisionnews
https://news.mit.edu/2019/deep-learning-point-clouds-1021
Deep learning with point clouds | MIT News | Massachusetts Institute of Technology
MIT researchers have found they can use deep learning to automatically process point clouds for a wide range of 3D-imaging applications. The work is described...
institute of technologydeep learningpoint cloudsmit newsmassachusetts
https://nanocad.com/learning/online-help/3dscan/point-clouds-section/
Point Clouds Section
nanoCAD is a powerful and affordable 2D/3D CAD software for professionals. Create precise designs with full DWG compatibility, advanced drafting tools, and...
point cloudssection
https://researchwith.stevens.edu/en/publications/hue-assisted-registration-of-3d-point-clouds/
Hue assisted registration of 3D point clouds - Stevens Institute of Technology
point cloudsstevens institutehueassistedregistration
https://mcml.ai/publications/ssg23/
MCML - Provable Adversarial Robustness for Group Equivariant Tasks: Graphs, Point Clouds,...
Details on publication SSG23
point cloudsadversarialrobustnessgrouptasks
https://lists.ros.org/pipermail/ros-users/2011-January/061754.html
[ros-users] Publishing a vector of point clouds
point cloudsrosuserspublishingvector
https://research.utwente.nl/en/publications/tree-height-derived-from-point-clouds-of-uav-compared-to-airborne/
Tree height derived from point clouds of UAV compared to airborne laser scanning and its effect on...
airborne laser scanningpoint cloudstreeheightderived
https://papers.nips.cc/paper_files/paper/2011/hash/9872ed9fc22fc182d371c3e9ed316094-Abstract.html
Semantic Labeling of 3D Point Clouds for Indoor Scenes
point cloudssemanticlabelingindoorscenes
https://solutionfall.com/question/how-can-parallel-processing-be-utilized-to-find-the-best-fit-plane-in-lidar-point-clouds-150819/
How can parallel processing be utilized to find the best fit plane in lidar point clouds? -...
I want to calculate surface roughness of a lidar point cloud. To achieve this, I need to determine the best-fit plane of the neighboring points for each point...
parallel processingthe bestpoint cloudsfindfit
https://www.agisoft.com/forum/index.php?topic=4334.msg22072
What units are exported point clouds in for NAD27?
What units are exported point clouds in for NAD27?
point cloudsunitsexported
https://research.ajman.ac.ae/en/publications/blind-quality-assessment-of-point-clouds-based-on-3d-co-occurrenc/
Blind Quality Assessment of Point Clouds Based on 3D Co-Occurrence Statistics - Ajman University
quality assessmentpoint cloudsbased onajman universityblind
https://theses.gla.ac.uk/83726/
Deep learning for 3D object detection on point clouds for autonomous driving - Enlighten Theses
deep learningobject detectionpoint cloudsautonomous drivingenlighten
https://arxiv.org/abs/2001.06280
[2001.06280] Review: deep learning on 3D point clouds
Abstract page for arXiv paper 2001.06280: Review: deep learning on 3D point clouds
deep learningpoint cloudsreview
https://deepai.org/publication/deeper-or-wider-networks-of-point-clouds-with-self-attention
Deeper or Wider Networks of Point Clouds with Self-attention? | DeepAI
Nov 29, 2020 - 11/29/20 - Prevalence of deeper networks driven by self-attention is in stark contrast to underexplored point-based methods. In this paper, w...
point cloudsdeeperwidernetworksself
https://aliresources.hexagon.com/webinars/cadworx-webinar-leveraging-point-clouds
CADWorx Webinar: Leveraging Point Clouds
Discover how point clouds can be utilized in varied degrees across your CADWorx projects.
point cloudswebinarleveraging
https://lidarmag.com/2012/01/26/biggest-news-out-of-ilmf-2012-point-clouds-in-the-cloud-is-for-real/
Biggest News Out of ILMF 2012? Point-Clouds in the Cloud is For Real! - LIDAR Magazine
Aug 15, 2019 - Denver, CO, January 26, 2012 Dielmo 3Ds Launch of LiDAR-Online, a New Social Network, Data Market Place and Application Development Platform for the...
in the cloudout ofpoint cloudsfor realbiggest
https://www.fit.vut.cz/research/result/c123676/.cs
Odometry Estimation from Velodyne LiDAR Point Clouds
point cloudsodometryestimationvelodynelidar
https://www.geog.uni-heidelberg.de/de/kalender/classification-of-3d-point-clouds-using-deep-neural-networks-2018-06-18?overlay=search
Classification of 3D Point Clouds using Deep Neural Networks - Geographisches Institut
deep neural networkspoint cloudsclassificationusinginstitut
https://portal.fis.tum.de/en/publications/efficient-estimation-of-3d-shifts-between-point-clouds-using-low-/
Efficient Estimation of 3D Shifts between Point Clouds Using Low-Frequency Components of Phase...
point cloudslow frequencyefficientestimationshifts
https://orbi.uliege.be/handle/2268/294734
ORBi: A Prior Level Fusion Approach for the Semantic Segmentation of 3D Point Clouds Using Deep...
for thesemantic segmentationpoint cloudsorbiprior
https://www.mdpi.com/2072-4292/12/24/4039
An Assessment of High-Density UAV Point Clouds for the Measurement of Young Forestry Trials
The measurement of forestry trials is a costly and time-consuming process. Over the past few years, unmanned aerial vehicles (UAVs) have provided some...
high densitypoint cloudsfor theassessmentuav
https://eco-news.space/2026/ecology/a-central-european-tree-species-dataset-of-annotated-terrestrial-laser-scanning-point-clouds-treescanpl10k/
A Central European tree species dataset of annotated terrestrial laser scanning point clouds -...
May 4, 2026 - AbstractForest conservation and management are increasingly challenged by evolving societal expectations, biodiversity decline, and the impacts of climate...
a centraltree specieslaser scanningpoint cloudseuropean
https://dugi-doc.udg.edu/handle/10256/17049
3D Object Recognition Based on Point Clouds in Underwater Environment with Global Descriptors: A...
object recognitionpoint cloudsbasedunderwaterenvironment
https://publica.fraunhofer.de/entities/publication/3e950a7f-569d-4897-a2c2-116fe776e085
Visual analytics of time dependent 2D point clouds
Two dimensional point data can be considered one of the most basic, yet one of the most ubiquitous data types arising in a wide variety of applications. The...
visual analyticspoint cloudstimedependent
https://www.geoweeknews.com/news/stanford-innovation-makes-point-clouds-smart
Stanford Innovation Makes Point Clouds Smart | Geo Week News
Some people say that a point cloud is dumb Its a collection of distance measurements and color valuesoften very precise measurementsbut it can
geo week newspoint cloudsstanfordinnovationmakes
https://cmgds.marine.usgs.gov/services/cmgds-dataset.php?id=43067
Dataset description: Topographic point clouds from UAS surveys of the beaches at Fort Stevens State...
point cloudsthe beachesdatasetdescriptiontopographic
https://liner.com/review/scalable-surface-reconstruction-from-point-clouds-with-extreme-scale-and
Scalable Surface Reconstruction from Point Clouds with Extreme Scale and Density Diversity [Quick...
Regarding this CVPR 2017 paper, this review summarizes a scalable surface reconstruction method for multi-scale point clouds, handling extreme density dive...
point cloudsscalablesurfacereconstructionextreme
https://www.ijsr.net/getabstract.php?paperid=SR241107142807
Attention Mechanisms in PointNet++ for Effective Object Classification in 3D Point Clouds
In this research, an attention mechanism is integrated to enhance object classification in the processing of 3D point clouds. Point clouds obtained from LiDAR s
attention mechanismspoint cloudseffectiveobjectclassification
https://uwspace.uwaterloo.ca/items/589325e2-848c-4bb3-afd2-8c5b71b0ed6c
Spatial and Channel Attention-based 3D Object Classification Research for 3D Point Clouds
Deep learning has been widely used in Two Dimensional (2D) computer vision and has led to the realization that machine learning techniques have become one of...
point cloudsspatialchannelattentionbased
https://www.matlabcoding.com/2019/09/point-clouds-in-matlab.html
Point Clouds in MATLAB - MATLAB Programming
Point Clouds in MATLAB
point cloudsmatlabprogramming
https://www.riegl.com/en-usa/news-insights/article/3d-ocean-water-wave-surface-analysis-on-airborne-lidar-bathymetric-point-clouds
3D Ocean Water Wave Surface Analysis on Airborne LiDAR Bathymetric Point Clouds - RIEGL USA
In this paper, the authors propose a novel approach for accurate detection and analysis of water wave surface from Airborne LiDAR Bathymetry (ALB) large-scale...
water wavesurface analysisairborne lidarpoint cloudsocean
https://pmc.ncbi.nlm.nih.gov/articles/PMC9340218/
Spray drift evaluation with point clouds data of 3D LiDAR as a potential alternative to the...
Spray drift is an inescapable consequence of agricultural plant protection operation, which has always been one of the major concerns in the spray application...
drift evaluationpoint cloudsalternative tospraydata
https://epic.awi.de/id/eprint/51293/
Multitemporal terrestrial laser scanning point clouds for thaw subsidence observation at Arctic...
ePIC (electronic Publication Information Center) is the official repository for publications and presentations of Alfred Wegener Institute for Polar and Marine...
laser scanningpoint cloudsterrestrialthawsubsidence
https://proceedings.neurips.cc/paper_files/paper/2020/hash/50c1f44e426560f3f2cdcb3e19e39903-Abstract.html
Self-Supervised Few-Shot Learning on Point Clouds
on pointselfsupervisedshotlearning
https://openreview.net/forum?id=WjWifKqmcG
Differentiable Registration of Images and LiDAR Point Clouds with VoxelPoint-to-Pixel Matching |...
Cross-modality registration between 2D images captured by cameras and 3D point clouds from LiDARs is a crucial task in computer vision and robotic. Previous...
point cloudsregistrationimageslidarpixel
https://bytez.com/docs/arxiv/1901.01255/paper
Generic Primitive Detection in Point Clouds Using Novel Minimal Quadric Fits | Read Paper on Bytez
Jan 4, 2019 - We present a novel and effective method for detecting 3D primitives in cluttered, unorganized point clouds, without axillary segmentation or type...
point cloudsread papergenericprimitivedetection
https://imatge.upc.edu/web/resources/registration-images-unorganized-3d-point-clouds-using-contour-cues
Registration of images to unorganized 3D point clouds using contour cues | Image Processing Group
The following github repository contains the code developed in this project: https://github.com/imatge-upc/multimodal-registration About This project contains...
point cloudsimage processingregistrationimagesusing
https://vtechworks.lib.vt.edu/items/67623eed-ca5a-4075-bb89-8abe1cd06d60/full
Segmentation and Recognition of Highway Assets using Image-based 3D Point Clouds and Semantic...
Efficient data collection of high-quantity and low-cost highway assets such as road signs, traffic signals, light poles, and guardrails is a critical element...
point cloudssegmentationrecognitionhighwayassets
https://repositum.tuwien.at/handle/20.500.12708/222277
reposiTUm: Assessing Approaches for Consecutive B-Spline Model Adaption Based on Point Clouds with...
based onpoint cloudsassessingapproachesconsecutive
https://scholar.gist.ac.kr/handle/local/33280
GIST Scholar: Unsupervised Domain Adaptation for 3D point clouds by searched transformation
domain adaptationpoint cloudsgistscholarunsupervised
https://opendata.scot/datasets/glasgow+city+council-glasgow+3d+city+models+derived+from+airborne+lidar+point+clouds+open+data/?view=edit
Glasgow 3D city models derived from airborne LiDAR point clouds open data - Glasgow City Council -...
airborne lidarpoint cloudsopen dataglasgowcity
https://cloudcompare.org/forum/viewtopic.php?p=31848&sid=100ffba7e1efbeef0d7244848e523e4f
Help with point clouds meshes - CloudCompare forum
help withpoint cloudsmeshesforum
https://derivative.ca/community-post/importing-point-clouds-touchdesigner/71764
Importing Point Clouds into TouchDesigner | Derivative
Mar 10, 2026 - In this post we explore how to source point clouds (through both your own scanning efforts and community resources) and guide you through preparing and...
point cloudsimportingtouchdesignerderivative
https://www.autodesk.com/learn/ondemand/curated/working-with-recap-pro-point-clouds-in-autocad-civil-3d-and-revit/7rybl0REv2MnffeO3mD4i9
Working with ReCap Pro point clouds in AutoCAD, Civil 3D, and Revit - Extract point features from a...
working withrecap propoint cloudsautocad civilrevit
https://cris.fbk.eu/handle/11582/363188
Labelling point clouds in VR
point cloudslabellingvr
https://diglib.eg.org/items/922ecd90-a869-4651-bc46-fbc4f1d0bfd4
To Splat Straight with Crooked Points: Rendering Noisy Meshes and Point Clouds using Coherent...
Surface aligned splatting is a popular rendering technique to visualize reconstructed meshes and point clouds scanned from the real world. Such data typically...
point cloudssplatstraightcrookedpoints
https://iris.poliba.it/handle/11589/280600
Semantic Enrichment of Architectural Heritage Point Clouds Using Artificial Intelligence: The...
semantic enrichmentarchitectural heritagepoint cloudsartificial intelligenceusing
https://easychair.org/publications/preprint/TCpW
Airborne Particle Classification in LiDAR Point Clouds Using Deep Learning
particle classificationpoint cloudsdeep learningairbornelidar
https://researchprofiles.ku.dk/en/publications/dense-point-clouds-matter-dust-gs-for-scene-reconstruction-from-s/
Dense Point Clouds Matter: Dust-GS for Scene Reconstruction from Sparse Viewpoints - University of...
point cloudsuniversity ofdensematterdust
https://journal.hep.com.cn/aim/EN/10.1007/s40436-019-00262-5
Surface reconstruction from unorganized point clouds based on edge growing
Owing to unorganized point cloud data, unexpected triangles, such as holes and slits, may be generated during mesh surface reconstruction. To solve this...
point cloudsbased onsurfacereconstructionedge
https://courses.gisopencourseware.org/mod/url/view.php?id=506&lang=fr
WebODM: YouTube playlist on point clouds by Hans van der Kwast | OCWGIS
youtube playliston pointwebodmcloudshans
https://aws.amazon.com/marketplace/pp/prodview-nhx7w6nwh4pze
AWS Marketplace: CanElevation - LiDAR Point Clouds
The [LiDAR Point Clouds](https://open.canada.ca/data/en/dataset/7069387e-9986-4297-9f55-0288e9676947) is a product that is part of the CanElevation Series...
aws marketplacepoint cloudslidar
https://polen.itu.edu.tr/entities/publication/34dcbf62-1b63-45e1-9868-83a44ebed56d
Comparison of Semantic Segmentation of Point Clouds Obtained from Different Sensors Using Deep...
semantic segmentationpoint cloudscomparisonobtaineddifferent
https://oulurepo.oulu.fi/handle/10024/17100
A method for registering partially overlapping ouster lidar point clouds with different viewpoints...
point cloudsmethodregisteringoverlappingouster
https://experts.arizona.edu/en/publications/automatic-extraction-of-blocks-from-3d-point-clouds-of-fractured-/
Automatic extraction of blocks from 3D point clouds of fractured rock - University of Arizona
point cloudsfractured rockautomaticextractionblocks
https://scholars.ln.edu.hk/en/publications/task-oriented-compact-representation-of-3d-point-clouds-via-a-mat/
Task-Oriented Compact Representation of 3D Point Clouds via A Matrix Optimization-Driven Network -...
point cloudstaskorientedcompactrepresentation
https://dspace.zcu.cz/items/f58be3e9-61a2-4d93-962f-a1ce515521e0
Collision detection on point clouds using a 2.5+D image-based approach
This work explores an alternative approach to the problem of collision detection using images instead of geometry to represent complex polygonal environments...
collision detectionpoint cloudsusingimagebased
https://scholar.xjtlu.edu.cn/en/publications/deep-learning-based-3d-point-clouds-recognition-for-robotic-manuf/
Deep Learning Based 3D Point Clouds Recognition for Robotic Manufacturing - Xi'an...
deep learningpoint cloudsxi anbasedrecognition
https://lidargait.github.io/
LidarGait: Benchmarking 3D Gait Recognition with Point Clouds
Gait Recognition on 3D Point Clouds.
point cloudsbenchmarkinggaitrecognition
https://aaltodoc.aalto.fi/items/1af78849-d0eb-4cab-b4dc-225b3f671413
Unsupervised semantic segmentation of multispectral point clouds
Accurate and high-density point clouds acquired from aerial platforms by laser scanning provide large-scale and precise surface information from complex scenes...
semantic segmentationpoint cloudsunsupervisedmultispectral
https://portal.findresearcher.sdu.dk/da/courses/classifying-background-in-3d-point-clouds/
Classifying background in 3D point clouds - Syddansk Universitet
point cloudssyddansk universitetclassifyingbackground
https://rmcg.geociencias.unam.mx/index.php/rmcg/article/view/1641/1844
Spherical data validation of rock discontinuities orientation from Drone-derived 3D Point Clouds |...
data validationpoint cloudssphericalrockorientation