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Set of data points in three-dimensional space
A point cloud is a discrete set of data points in space. The points may represent a 3D shape or object. Each point position has its set of Cartesian coordinates
Point_cloud
Temperature point in liquids
In liquids, the cloud point is the temperature below which a transparent solution undergoes either a liquid–liquid phase separation to form an emulsion
Cloud_point
Open-source algorithm library
The Point Cloud Library (PCL) is an open-source library of algorithms for point cloud processing tasks and 3D geometry processing, such as occur in three-dimensional
Point_Cloud_Library
For interchange of Lidar point cloud data
is a file format designed for the interchange and archiving of Lidar point cloud data. It is an open, binary format specified by the American Society
LAS_file_format
Algorithm
Iterative closest point (ICP) is a point cloud registration algorithm employed to minimize the difference between two clouds of points. ICP is often used
Iterative_closest_point
Point cloud processing software
CloudCompare is a 3D point cloud processing software (such as those obtained with a laser scanner). It can also handle triangular meshes and calibrated
CloudCompare
Particle detector for visualizing ionizing radiation
droplets form if the gas mixture is at the point of condensation. These droplets are visible as a "cloud" track that persists for several seconds while
Cloud_chamber
Israeli security company
between Check Point and cloud security provider Wiz, announced in February 2025, replaces CloudGuard CNAPP with Wiz’s offering inside the CloudGuard suite
Check_Point
Visible mass of particles suspended in the atmosphere
droplets and crystals. On Earth, clouds are formed as a result of saturation of the air when it is cooled to its dew point, or when it gains sufficient moisture
Cloud
Form of shared internet-based computing
Cloud computing is defined by the International Organization for Standardization (ISO) as "a paradigm for enabling network access to a scalable and elastic
Cloud_computing
The normal distributions transform (NDT) is a point cloud registration algorithm introduced by Peter Biber and Wolfgang Straßer in 2003, while working
Normal distributions transform
Normal_distributions_transform
Process of finding a spatial transformation that aligns two point clouds
computer vision, pattern recognition, and robotics, point-set registration, also known as point-cloud registration or scan matching, is the process of finding
Point-set_registration
Measurement of the body as a point cloud
for ergonomic and anthropometric investigation of the human form as a point-cloud. The technology and practice within research has found 3D body scanning
3D_body_scanning
Method of spatial measurement using laser
relatively short time when compared to other technologies. Each point in the point cloud is given the colour of the pixel from the image taken at the same
Lidar
programming functions mainly for real-time computer vision Point Cloud Library – library for point cloud processing Tesseract – optical character recognition
Lists of open-source artificial intelligence software
Lists_of_open-source_artificial_intelligence_software
Analysis of datasets using techniques from topology
The main tool is persistent homology, an adaptation of homology to point cloud data. Persistent homology has been applied to many types of data across
Topological_data_analysis
Visual effects technique
of points is often referred to as a point cloud because of its raw appearance like a nebula. Since point clouds often reveal some of the shape of the
Match_moving
Complex in algebraic topology
complex constructed from a point cloud in any metric space which is meant to capture topological information about the point cloud or the distribution it
Čech_complex
Scanning of an object or environment to collect data on its shape
usually to create a 3D model. This 3D model consists of a polygon mesh or point cloud of geometric samples on the surface of the subject. These points can
3D_scanning
Greek-American computer scientist
retrieval, Metropolis light transport, and the PointNet architecture for deep learning on point clouds. Guibas is a member of the National Academy of
Leonidas_J._Guibas
Graphics that use a three-dimensional representation of geometric data
delivery, CAD and engineering exchange, architecture, geospatial and point cloud data, and 3D printing. As of October 2026[update], these formats are
3D_computer_graphics
Method for computing topological features of a space at different spatial resolutions
sublevel filtration of the distance to a point cloud, or equivalently, the offset filtration on the point cloud and taking its nerve in order to get the
Persistent_homology
Australian computer graphics company
Queensland, Australia. Euclideon claims that Unlimited Detail is based on a point cloud search engine indexing system and that the technology can provide 'unlimited
Euclideon
Digital 3D representation of the outcrop surface
photorealistic textured models 3D digital outcrop models may be represented by a point cloud coloured with the spectral (RGB) data from the corresponding images.
Digital_outcrop_model
Computational geometry concept
that point, and hence its Tukey depth as a fraction is 1/n. Sample Tukey's depth of point x, or Tukey's depth of x with respect to the point cloud X n
Tukey_depth
Optimization problem in computer science
given a query point taken from the same space, a possible solution to the problem of finding the nearest point-cloud point to the query point is given in
Nearest_neighbor_search
Norwegian machine vision technology company
R-Series platform, with improved performance and point cloud coverage quality. It provides point cloud coverage in under 500 milliseconds. In March 2026
Zivid
Type of surface in automotive design
selected clay model will be taken as a "Point cloud data" input, and Class A designers work on this Point cloud data to generate preliminary surfaces and
Class_A_surface
Approximation to shape of a point cloud
Implementation of the 3D alpha-shape for the reconstruction of 3D sets from a point cloud in R Description of the implementation details for alpha shapes – lecture
Alpha_shape
Temperature below which a liquid loses its ability to flow
inspected for pour point as per the usual pour point method. Melting point Cloud point Cold filter plugging point Crude oil assay Gel point (petroleum) Petroleum
Pour_point
Distant planetesimals in the Solar System
The Oort cloud (pronounced /ɔːrt/ ORT or /ʊərt/ OORT), sometimes called the Öpik–Oort cloud, is theorized to be a cloud of billions of icy planetesimals
Oort_cloud
Fundamental object of geometry
(geometry) Point at infinity Point cloud Point process Point set registration Pointwise Singular point of a curve Whitehead point-free geometry Ohmer (1969)
Point_(geometry)
Terrain measurement with light beams
data is mainly stored in a point cloud format(.las). The captured point cloud data store X, Y Z geometric data. Each data point is obtained from a single
Geological structure measurement by LiDAR
Geological_structure_measurement_by_LiDAR
Method for reconstructing continuous functions
from a set of points. Often it is used to create a 3D surface from a point cloud through either downsampling or upsampling. In numerical analysis to handle
Moving_least_squares
Geographic location
annealing) for the farthest distance, accelerated by a 3D Cartesian point cloud. Rees, Gerrish et al. (2021) showed that the two methods produced results
Pole_of_inaccessibility
Computer vision library
– artificial neural network library written in C++ Point Cloud Library – library for point cloud processing Robot Operating System (ROS) – uses OpenCV
OpenCV
Computational navigational technique used by robots and autonomous vehicles
Robot Operating System (ROS) libraries, often used together with the Point Cloud Library for 3D maps or visual features from OpenCV. In robotics, EKF
Simultaneous localization and mapping
Simultaneous_localization_and_mapping
Position and orientation of an object in an image
Algorithms that determine the pose of a point cloud with respect to another point cloud are known as point set registration algorithms, if the correspondences
Pose_(computer_vision)
3D mesh processing software
datasets, point clouds, and distance maps. MeshInspector, over its releases, added support for large-format point clouds and expanded its point-cloud workflows
MeshInspector
3D mesh processing software
implemented in C++. It provides tools for handling polygonal meshes, point clouds, and voxel-based data. The library includes functionality for geometry
MeshLib
Type of compass
LiDAR and photogrammetry allow to obtain accurate and dense 3D point clouds. These point clouds allow the measurement of orientations of planar surfaces. Jordá
Geological_compass
French research and development project (2013–)
possible to obtain a point cloud in three dimensions. Technical readjustment between the model of the aircraft and the scene point cloud is already used in
Air-Cobot
Topics referred to by the same term
The Cloud may refer to: The Cloud (company), a UK wireless network operator Cloud storage, Internet-available storage Cloud computing, resources via the
The_Cloud
Point of a subset S around which there are no other points of S
therefore F has uncountable closure. Acnode Adherent point Accumulation point Point cloud Gomez-Ramirez, Danny (2007), "An explicit set of isolated points in
Isolated_point
Temperature below which condensation occurs
the analog to the dew point is the cloud point. The dew point temperature is an important measure of humidity. As the dew point reaches 20 °C (68 °F)
Dew_point
Topics referred to by the same term
control daemon, an open-source process controller Point Cloud Data, a file format for Point Cloud Library Polycrystalline diamond, artificial diamond
PCD
Swiss software company
software company based in Lausanne. It is named after its signature product, a cloud-based collaboration software platform designed for BIM collaboration, supporting
Revizto
Taking measurements using photography
discrete points (commonly called "point clouds"). Photos can clearly define the edges of buildings when the point cloud footprint can not. It is beneficial
Photogrammetry
Topics referred to by the same term
LAS file format, designed for the interchange and archiving of lidar point cloud data Linear alkylbenzene sulfonate, a common class of surfactants Log
LAS
Discontinued app and service
photographs and generates a three-dimensional model of the photos and a point cloud of a photographed object. Pattern recognition components compare portions
Photosynth
Reference point inserted in an image
these variables, sensory systems can fuse data from high-density 3D point cloud inputs with localized visual fiducial tracking arrays, facilitating reliable
Fiducial_marker
Topics referred to by the same term
polymer, organic polymers that conduct electricity Iterative closest point, a point cloud registration algorithm Indonesian Crude Price, a price index for
ICP
City in Minnesota, United States
St. Cloud or Saint Cloud (/ˈseɪnt klaʊd/; French: [sɛ̃ klu]) is a city in Stearns County, Minnesota, United States. The population was 68,881 at the 2020
St._Cloud,_Minnesota
Producing images of 3D scenes
produces point clouds consisting of the coordinates of millions of individual points in space, sometimes along with color information. These point clouds may
Rendering_(computer_graphics)
The list of cloud types groups all genera as high (cirro-, cirrus), middle (alto-), multi-level (nimbo-, cumulo-, cumulus), and low (strato-, stratus)
List_of_cloud_types
Class of algorithms used for computing distance-related functions
centroidal Voronoi tessellations (CVT), generating distance fields, point-cloud rendering, feature matching, the computation of power diagrams, and soft
Jump_flooding_algorithm
Simplicial complex in Euclidean geometry
proposed to generate triangulations directly from unstructured point clouds, such as PointTriNet, which uses neural networks to learn triangulation patterns
Point-set_triangulation
Cloud of debris and smoke from a large explosion
A mushroom cloud is a distinctive mushroom-shaped flammagenitus cloud of debris, smoke, and usually condensed water vapour resulting from a large explosion
Mushroom_cloud
Scatterplot diagnostics measures
diagnostics) is a series of measures that characterize certain properties of a point cloud in a scatter plot. The term and idea was coined by John Tukey and Paul
Scagnostics
Robotics using networked computing and shared data resources
Cloud robotics is a field of robotics concerned with the use of cloud computing, cloud storage, and shared network resources in robotic systems. It allows
Cloud_robotics
Three-dimensional videography technique
uses laser-sampled points densely packed to scan static objects into a point cloud. This requires physical scanners and produces enormous amounts of data
Volumetric_capture
Open-source parametric aircraft geometry tool
coefficient Surface fitting - for fitting a parametric surface to a point cloud Texture Manager - for applying image textures to geometry for aiding
OpenVSP
Floating-point number format used in computer processors
high performance on Cloud TPUs". Google Cloud. Retrieved 2020-08-11. This custom floating point format is called "Brain Floating Point Format," or "bfloat16"
Bfloat16 floating-point format
Bfloat16_floating-point_format
Cloud-based restaurant software company
an American cloud-based restaurant management software company based in Boston, Massachusetts. The company provides an all-in-one point of sale (POS)
Toast,_Inc.
Genus of atmospheric cloud
Cirrus (cloud classification symbol: Ci) is a genus of high-altitude cloud made of ice crystals. Cirrus clouds typically appear delicate and wispy with
Cirrus_cloud
Method of detecting shapes within images
suggested a deterministic technique for plane detection in unorganized point clouds whose cost is nlog(n) in the number of samples, achieving real-time
Hough_transform
Node-based visual programming language
coincidentally it envelops other P's - primitives, polygons, particle systems, point clouds and any form of data points for data visualizations. The data for POPs
TouchDesigner
Process of capturing the shape and appearance of real objects
surfaces from initial point cloud. The idea of ‘shape’ for a set of points in space is given by concept of alpha-shapes. Given a finite point set S, and the
3D_reconstruction
Chemical property of petroleum products
pour point and the gel point of the fuel. Anti-gel additives may not necessarily affect the cloud point. Cloud point Cold filter plugging point Petroleum
Gel_point_(petroleum)
Cloud computing and storage service from Apple
iCloud is a personal cloud service run by Apple. Launched on October 12, 2011, iCloud enables users to store and sync data across devices, including Apple
ICloud
Chinese cloud computing company
Alibaba Cloud, also known as Aliyun (Chinese: 阿里云; pinyin: Ālǐyún; lit. 'Ali Cloud'), is a cloud computing company, a subsidiary of Alibaba Group. Alibaba
Alibaba_Cloud
Government technology company
communication, and feedback tools. In September 2019, OpenGov acquired ViewPoint Cloud, a platform used by city and state governments to manage community development
OpenGov
American computer scientist
a three-dimensional point cloud. In this technique, one varies a parameter alpha ranging from 0 to the diameter of the point cloud; for each value of the
Herbert_Edelsbrunner
Partition of a surface into a net of triangles
Curvature-Dependent Triangulation of Implicit Surfaces [1] Surface reconstruction tutorial and list of surface triangulation algorithms in the Point Cloud Library
Surface_triangulation
buildings of urban regions are generated based on capturing and analyzing 3D point clouds (e.g., sampled by terrestrial or aerial laser scanning) or by photogrammetric
3D_city_model
Computer graphics technique
procedural shaders or textures as well as procedural geometry or meshes or point clouds. If possible all changes are made visible in real-time and therefore
Physically_based_rendering
American software company
and edit 3D vector terrain and object features from stereo imagery and point clouds. DAT/EM Systems International develops solutions for the photogrammetry
DAT/EM_Systems_International
Supplementary feature of clouds
or mammatocumulus, meaning "mammary cloud") is a cellular pattern of pouches hanging underneath the base of a cloud, typically a cumulonimbus raincloud
Mammatus_cloud
Device for measuring the geometry of objects
is repeated as necessary, moving the probe each time, to produce a "point cloud" which describes the surface areas of interest. The points can be measured
Coordinate-measuring_machine
Engineering project collaboration software
Civil3D integration, as well at Transmittals, Dynamic Composition Server, Point Cloud Streaming, and Dynamic Plotting. "ProjectWise Project Team Collaboration
ProjectWise
American basketball player (born 1992)
Natasha Cloud (born February 22, 1992) is an American professional basketball player for the Chicago Sky of the Women's National Basketball Association
Natasha_Cloud
Bloodstain pattern analysis software
front views, or exported to several 3D formats for integration with point cloud or modelling software. The formats which HemoSpat exports include: AUTOCAD
HemoSpat
Weather modification that condenses clouds to cause rainfall
Cloud seeding is a type of weather modification that aims to change the amount or type of precipitation, mitigate hail, or disperse fog. The usual objective
Cloud_seeding
Weather phenomenon involving electrostatic discharge
Intra-cloud (IC) or in-cloud – Within a single thundercloud Cloud-to-cloud (CC) or inter-cloud – Between two clouds Cloud-to-ground (CG) – Between a cloud and
Lightning
filtration used in topological data analysis for analyzing the shape of point cloud data. It is a multiparameter extension of the Vietoris–Rips filtration
Degree-Rips_bifiltration
3D engineering and graphics software
tools for first-article and automated inspection processes. Data from point cloud and 3D scanners and Coordinate Measuring Machines (CMMs) can be used
Geomagic
Use of unmanned aerial vehicles
study site by creating a point cloud of measurements of nearly homogeneous quality and accuracy. These detailed point clouds (of various types of data)
Unmanned aerial photogrammetric survey
Unmanned_aerial_photogrammetric_survey
Basic 3D shape extracted from a 2D image
producing cuboids are still relatively simple. Cuboids are created for point cloud-based three-dimensional maps and can be utilized in various situations
Cuboid_(computer_vision)
Leader of the Oglala Lakota (1822–1909)
Red Cloud (Lakota: Maȟpíya Lúta; c. 1822 – December 10, 1909) was a leader of the Oglala Lakota from 1865 to 1909. He was one of the most capable Native
Red_Cloud
Aspect of a lens or reflector
single point but have different focal points. The set of these focal points forms a region called the focal cloud. The diameter of the focal cloud determines
Focal_cloud
Monograph
the problem of inferring properties of an unknown space from a finite point cloud of noisy samples from the space. It was written by Jean-Daniel Boissonnat
Geometric and Topological Inference
Geometric_and_Topological_Inference
Software application
match features across multiple overlapping photos. The result is a dense point cloud that can optionally be triangulated/surfaced to form the shape. Projects
PhotoModeler
Difference of delay of packets in computer networking
bigger datasets) possible at all. One possible diagram type is a simple point cloud diagram in which the x-axis represents the packet number and the y-axis
Packet_delay_variation
Dutch company
Cycloramas. Cyclomedia also upgraded its 3D processing technology based on point cloud and textured mesh processing methods. Cyclorama came into use in the
CycloMedia
Topics referred to by the same term
cloud nine in Wiktionary, the free dictionary. Cloud Nine or Cloud 9 is a name colloquially given to the state of euphoria, and may refer to: Cloud 9
Cloud_Nine
Height of the bottom of a cloud
A cloud base (or the base of the cloud) is the lowest altitude of the visible portion of a cloud. It is traditionally expressed either in metres or feet
Cloud_base
Robotaxi project
capable of changing the scanning pattern on-flight. They can increase point cloud density in the area near the vehicle when it is moving through a courtyard
Yandex_self-driving_car
American cloud computing company
CloudEndure is a cloud computing company that develops business continuity software for disaster recovery, continuous backup, and live migration. CloudEndure
CloudEndure
Commercial computer-aided design (CAD) and drafting software application
removed from the program and is now only available as a purchased plug-in. Point cloud viewing and editing functionality was also introduced into this version
TurboCAD
Topics referred to by the same term
(2006), a Japanese film by Sono Sion Normal distributions transform, a point cloud registration algorithm Nephrology Dialysis Transplantation, a medical
NDT
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