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CloudCompare vs Point Cloud Library

CloudCompare

cloudcompare.org

Point Cloud Library

pointclouds.org

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FigureCloudComparePoint Cloud Library
Price from—Free
Free plan—Yes
Free trial——
Open source——
WindowsYesYes
macOSYesYes
LinuxYesYes
Android—Yes
Plans published01
Spec score · Point Cloud Software6.1 (#20)7.7 (#5)

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CloudCompare

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Point Cloud Library

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Point Cloud Library

Point Cloud Library (PCL) is a free, open-source project for processing 2D and 3D images and point clouds. Its algorithms cover filtering, feature estimation, surface reconstruction, registration, model fitting, and segmentation. They can be used to reduce noise, join point clouds, divide scenes into segments, find keypoints, calculate descriptors, create surfaces, and visualize point data.

PCL is divided into smaller code libraries that can be compiled separately, supporting distribution on systems with limited computing capacity or storage. Prebuilt binaries are available for Linux, Windows, and macOS, and the project recommends package managers to distribute PCL and simplify installation of its third-party dependencies. It supports OpenNI 3D interfaces for acquiring and processing data from devices such as PrimeSensor cameras, Microsoft Kinect, and Asus XTionPro. The API reference includes public methods and classes, code snippets, and links to scientific publications. PCL uses the 3-clause BSD license and is free for commercial and research use.

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