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This section provides an overview for point cloud processing software as well as their applications and principles. Also, please take a look at the list of 43 point cloud processing software manufacturers and their company rankings. Here are the top-ranked point cloud processing software companies as of December, 2024: 1.FJDYNAMICS PTE.LTD., 2.NVIDIA Corporation, 3.3D Systems.
Table of Contents
Point cloud processing software is software that analyzes and models point cloud data acquired by a 3D laser scanner, etc., and converts it into data that can be used in architectural CAD (computer aided design).
Point cloud data acquired by a 3D laser scanner or other means is data that combines the XYZ coordinates of points arranged in a grid of equally spaced points in 3D space with color information and other data. Since point cloud data is only "point" information, it must be converted into "surface" or "three-dimensional" information that can be handled by architectural CAD software. Point cloud processing software is used to perform this conversion.
The main fields of application for point cloud processing software are civil engineering and construction, and factory and building construction. Point cloud data is acquired by 3D laser scanners and drones.
Civil engineering and construction applications include soil volume calculations using the mesh method and triangulation (a set of triangulated survey data), cross-sectional mapping at arbitrary locations, and contour line creation. The factory/building field includes modeling of piping, planes, steel, equipment measurements, and simulation of loading and unloading.
Point cloud processing software can also be used for virtual reality (VR) and augmented reality (AR) applications.
Point cloud data is a combination of 3D points acquired by a 3D laser scanner, etc. and color information.
A 3D laser scanner irradiates a laser beam onto an object and acquires information by detecting the reflected laser beam. The acquired information is a grid of points (XYZ coordinates at equal intervals) in 3D space (Cartesian coordinates), with corresponding color information (RGB values), etc. Currently, instead of a 3D laser scanner, a 3D laser scanner is used to acquire point cloud data.
Nowadays, point cloud data is increasingly being acquired by drones instead of 3D laser scanners. Since this point cloud data is only "point" information, it cannot be handled by software such as architectural CAD as it is.
Point cloud processing software is used to convert this "point" information into "surface" or "three-dimensional" information.
The flow of data processing in point cloud processing software is as follows:
The output file is then loaded into CAD software or other software for use.
Most existing point cloud processing software uses an algorithm called ICP (iterative closest point) to calculate the alignment between different point cloud data by fitting.
It iteratively computes the correspondence between points and updates their relative position and orientation to shorten the sum of the distances between the corresponding points. In standard ICP, the process alternates between mapping using nearest neighbor points and geometric transformation.
Depending on the initial state of the positions and postures between the point clouds, the calculation results may be difficult to obtain accurate results.
For positioning between scanned point clouds, there are methods that use planar information of road surfaces and buildings and methods that use color information. Methods that use this information in combination to perform stepwise alignment and are not affected by initial conditions or missing data have been proposed in recent years.
Scan data integration methods that use information obtained from SfM are also effective. For areas where there is little overlap between scan data, multiple photographs are taken and the 3D information is supplemented by SfM. This method improves the accuracy of scan data merging.
*Including some distributors, etc.
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3D Systems is an American manufacturer specializing in 3D printing solutions founded in 1986 and headquartered in Rock Hill, South Carolina. The company's product inventory includes 3D printing systems with various customization options, printing materials such as metals, ceramics, and composites, and software for creating printing workflows or applications. They also offer niche services to customers in the healthcare industry, such as bioprinting, surgical planning, and anatomical modeling. 3D Systems facilities can also accommodate on-demand prototype manufacturing for customers in other client industries, which include the aerospace, automotive, and industrial sectors.
Quickbase, established in 1999 and headquartered in Boston, Massachusetts, is a software manufacturer and supplier. The company specializes in providing a low-code application development platform, enabling users to create applications without the need for extensive coding expertise. Its platform offers a range of powerful features, including drag-and-drop functionality, customizable templates, and pre-built components. These tools empower users to tackle complex projects, streamline critical business processes, ensure compliance with policies and procedures, and effectively manage and allocate resources.
Topcon Positioning Systems, Inc., established in 1994 in Livermore, California, USA, is a manufacturer of positioning systems. The company specializes in manufacturing precision positioning equipment, offering several products such as GPS receivers, robotic total stations, laser scanners, and mobile mapping solutions. It holds ISO 9001 certification for optimal accuracy and stability, and the benefits of the products include increased productivity, reduced downtime, and improved accuracy, making them essential tools for the construction, surveying, agriculture, and geospatial industries. Its advanced solutions help in more efficient and accurate field operations, allowing customers to complete the projects with precision and confidence.
NVIDIA Corporation, established in 1993 and based in Santa Clara, CA, USA, is a manufacturer and distributor of GPU-accelerated computing products. The company's product range includes artificial intelligence, deep learning, virtual reality, gaming, and GPU-accelerated computing. These technologies are applied in AI and Data Science, Data Center and Cloud Computing, Design and Simulation, and Robotics and Edge Computing. The company serves the Architecture, Engineering, Construction and operations, Automotive, and Consumer Internet sectors. The company offers services related to cloud computing, networking, virtualization, and AI workflows.
ArcGIS, established in 1969 in Redlands, California, is a manufacturer of GIS software that businesses, national government agencies, local governments, and nonprofits use to build a sustainable world. The company's capabilities include 3D GIS, indoor GIS, data management, field operations, and developing APIs. It also offers a mapping tool that clients use to visualize data when doing analysis. Its special programs include ArcGIS for personal and student use, disaster response, environmental conservation, and racial equity.
Lidar Solutions, founded in 1962 and based in Oakleigh South, Australia, is a manufacturer and supplier of LIDAR Scanner equipment for surveying and wind monitoring laser scanning technology. The products produced by the company include automated forklift controllers, automated walkie stackers, automated pallet movers, automated counterbalance forklifts, and AMR latent jacking handling robots. The products produced by the company are used in construction, inland transport road surveys, forestry, powerline inspection, and mining industries. The company provides 3D Laser Scanning and lidar surveys within Australia and New Zealand.
Leica Geosystems AG (formerly known as Wild Heerbrugg), founded in 1921 and now a subsidiary of Hexagon AB, is a manufacturer and supplier based in Heerbrugg, Canton St. Gallen, Switzerland, providing geographical measurement solutions. The company’s product lineup includes laser measurement tools, reality capture tools, utility and subsurface detection tools, as well as complementary accessories and software. The company also offers various survey gears and compact rovers. Since 2008, the company has been a strategic member of the Open Geospatial Consortium, an international standards organization for geographic information system data processing and sharing, as well as geospatial content and location-based services.
Ranking as of December 2024
Derivation Method| Rank | Company | Click Share |
|---|---|---|
| 1 | FJDYNAMICS PTE.LTD. |
10.5%
|
| 2 | NVIDIA Corporation |
9.4%
|
| 3 | 3D Systems |
8.3%
|
| 4 | Quickbase |
6.6%
|
| 5 | H2H Geoscience Engineering, PLLC. |
5.0%
|
| 6 | GeoCue |
4.4%
|
| 7 | ATIS.cloud |
3.9%
|
| 8 | Terrasolid Ltd. |
3.9%
|
| 9 | Leica Geosystems AG |
3.3%
|
| 10 | PointCab GmbH |
2.8%
|
Derivation Method
The ranking is calculated based on the click share within the point cloud processing software page as of December 2024. Click share is defined as the total number of clicks for all companies during the period divided by the number of clicks for each company.Number of Employees
Newly Established Company
Company with a History
*Including some distributors, etc.
*Including some distributors, etc.
| Country | Number of Companies | Share (%) |
|---|---|---|
|
United States of America
|
7 | 24.1% |
Germany
|
3 | 10.3% |
Canada
|
3 | 10.3% |
|
Japan
|
2 | 6.9% |
China
|
2 | 6.9% |
United Kingdom
|
2 | 6.9% |
France
|
2 | 6.9% |
|
Australia
|
1 | 3.4% |
|
Switzerland
|
1 | 3.4% |
Netherlands
|
1 | 3.4% |
Poland
|
1 | 3.4% |
Denmark
|
1 | 3.4% |
Finland
|
1 | 3.4% |
Singapore
|
1 | 3.4% |
Czech Republic
|
1 | 3.4% |
33 products found
33 products
Aisan Technology Co., Ltd.
40+ people viewing
Last viewed: 18 hours ago
A large-scale point cloud editing tool that makes work that previously required a huge amount of effort and time surprisingly smooth. WingEarth is...
B-System Co., Ltd.
280+ people viewing
Last viewed: 10 hours ago
Products eligible for IT introduction subsidies. “Z” three characteristics ■Powerful It is also designed to maximize memory usage to handle 10 bil...
2 models listed
Almonicos
580+ people viewing
Last viewed: 49 minutes ago
Reverse engineering system SPSCAN using point group data is a reverse engineering software that creates curved surfaces from non -contact measureme...
Prono Hearts Co., Ltd.
500+ people viewing
Last viewed: 10 hours ago
It is an application that can obtain 3D point groups by PadPro or iPhonePro and iPhonePro and output it to a 2D CAD file (DXF format). Color inform...
Almonicos
320+ people viewing
Last viewed: 11 hours ago
Easy operation in a short time with necessary accuracy Create a three -dimensional model in a short time with the required accuracy from the measur...
Prono Hearts Co., Ltd.
360+ people viewing
Last viewed: 8 hours ago
Prono-Constructure is an application developed for construction based on Pronopointscan. The iPad's LIDAR function allows you to get a 3D point gro...
FARO Technologies, Inc
70+ people viewing
Last viewed: 10 hours ago
Standard Response
Features of RevEng ■Automatic mesh optimization tool Produce mesh file results that are dimensionally accurate, reliable, and repeatable. ■Best-in...
Prono Hearts Co., Ltd.
400+ people viewing
Last viewed: 7 hours ago
Pronopointsscan is an application that allows you to obtain 3D point groups and output to the file with the Lidar function of Apple I's Padpro / iP...
FARO Technologies, Inc
80+ people viewing
Last viewed: 1 day ago
Standard Response
Features of FARO Zone 3D Pro ■Point cloud function Zone 3D Pro and Zone 3D Expert can import point cloud data from laser scanners in .pts, as well ...
Hara Seisakusho Co., Ltd.
80+ people viewing
Last viewed: 1 day ago
■Features ・Scan-to-CAD conversion functionality for inspection and engineering ・Autopilot mode for the simplest post-processing ・Photo-like text...
Logical product Co., Ltd.
320+ people viewing
Last viewed: 6 hours ago
Very Fast Response
A 3D visualization application that can display the loaded data in the 2.4GHz series 3D visualization application Ⅱ, and a parallel data collection...
2 models listed
Kumonos Corporation Co., Ltd.
210+ people viewing
Last viewed: 1 day ago
Standard Response
What if you could take the guesswork out of construction management, resolve field issues faster, and increase operational transparency? FARO Build...
Kumonos Corporation Co., Ltd.
250+ people viewing
Last viewed: 1 hour ago
Standard Response
Experience the power of FARO Connect, the ultimate desktop solution for easily managing 3D point cloud and image data. Powered by GeoSLAM's proprie...
Innovalia Metrology
240+ people viewing
Last viewed: 18 hours ago
Standard Response
■ Overview M3 is a high -performance and software that reads and analyzes point groups. The M3 is performed comprehensively, from scanning to diver...
Cybernetech Co., Ltd.
80+ people viewing
Last viewed: 1 day ago
Standard Response
5.0 Company Review
DF LAT (DeepForest LiDAR Analysis Tool) is software that generates data for forest analysis, such as detailed topographic maps and tree canopy heig...
Cybernetech Co., Ltd.
70+ people viewing
Last viewed: 17 hours ago
Standard Response
5.0 Company Review
■Excellent SfM software PIX4Dmapper PIX4Dmapper uses SfM technology to process a large amount of aerial images and flight logs taken by UAVs (drone...
Kanematsu Aeros Pace Co., Ltd.
180+ people viewing
Last viewed: 1 day ago
Clear Points is a total support software for using large -capacity point data measured with 3D laser scanner at reasonable prices. ■ Clear Points ...
3D Systems Japan Co., Ltd.
20+ people viewing
■Promoting innovation through reverse engineering Turn physical objects into highly accurate digital 3D models and CAD assemblies for design, engin...
Kanematsu Aeros Pace Co., Ltd.
180+ people viewing
Last viewed: 19 hours ago
The VR point solution is a set product of commercially available hardware (HMD, notebook PC) and dedicated converter function that converts from po...
Data Design Co., Ltd.
40+ people viewing
Last viewed: 1 day ago
■Functional expansion of CAD environment Get more done, faster by seamlessly adding 3D scanners to your traditional design process. Geomagic Design...
Data Design Co., Ltd.
40+ people viewing
Geomagic for solidworks bridges the gap between physical and CAD environments, enabling rapid design, processing, and manufacturing. Improve, learn...
Data Design Co., Ltd.
30+ people viewing
Last viewed: 7 hours ago
Geomagic Wrap® provides industry-leading functionality for converting 3D scan data and various mesh data into 3D models for downstream use. People ...
Yokohama Sokki Co., Ltd.
30+ people viewing
Last viewed: 18 hours ago
Create orthoimages and 3D point cloud models easily and quickly using your aerial photography drone. ■Features ・Based on GNSS logs and aerial ima...
Yokohama Sokki Co., Ltd.
20+ people viewing
Last viewed: 18 hours ago
■Features ・3D point cloud processing function Supports high-speed processing of large-capacity point clouds ・Considering the coordinate axes of t...
Yokohama Sokki Co., Ltd.
30+ people viewing
Last viewed: 18 hours ago
■Features ・Efficient management using the cloud ・Coordination of 3D models ・Anyone can view the viewer output
Yokohama Sokki Co., Ltd.
20+ people viewing
Last viewed: 18 hours ago
■Features ・Quickly create results ・Multi-display compatible ・Supporting disaster countermeasures using 3D
Yokohama Sokki Co., Ltd.
20+ people viewing
Last viewed: 18 hours ago
3D point cloud processing software ■Features ・Screen design and processing method are simple and easy to understand ・Information extraction spee...
Yokohama Sokki Co., Ltd.
20+ people viewing
Last viewed: 8 hours ago
CAD, GIS, and 3D point cloud analysis possible in one ■Features ・Automatic CAD tracing of point cloud cross sections ・Image/PDF automatic CAD tr...
Yokohama Sokki Co., Ltd.
20+ people viewing
Last viewed: 18 hours ago
■Features ・Create reliable 3D construction data at overwhelming speed ・Compatible with i-Construction, expanding and contracting 3D design data
Yokohama Sokki Co., Ltd.
20+ people viewing
Last viewed: 4 hours ago
■Features ・Remove unnecessary point clouds by editing point clouds ・Easy to understand 3D soil volume calculation with heat map display
