PCL
Point Cloud Library (PCL) (by PointCloudLibrary)
colmap
COLMAP - Structure-from-Motion and Multi-View Stereo (by colmap)
Our great sponsors
PCL | colmap | |
---|---|---|
17 | 28 | |
9,448 | 6,763 | |
1.8% | 4.9% | |
9.3 | 9.2 | |
4 days ago | 2 days ago | |
C++ | C++ | |
GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
PCL
Posts with mentions or reviews of PCL.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-11.
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Basic question for c++ fuzzing. How to launch inside of framework?
Did you read the https://github.com/PointCloudLibrary/pcl/blob/master/test/fuzz/build.sh
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Did you hear about using a web browser as GUI using C99?
If you need some specific UI, you could choose a UI library which are better for your needs, eg. link1, link2 or link3.
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Import many photogrammetry software's scenes into Blender
Point Cloud Library files (PCD) 2
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Automatic feature extraction for 3D multi-modal medical images
Point Cloud Library has a bunch of 3D features to choose from. They're for unstructured point clouds but I think they should also work for volumetric data by converting it to point clouds in a 3D grid or something similar.
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Point cloud processing in Rust?
Hello! I am looking for ways to process geometric data (mainly point clouds). I am familiar with Point cloud Library (PCL) and Point Data Abstraction Library (PDAL) in C++ but can't seem to find an equivalent crate in Rust (Pasture seems to be experimental). Are there any stable/robust alternatives at the moment?
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Aligning point clouds given global poses
If the point clouds are roughly aligned after applying their global pose, then usually ICP (iterated closest point) is what you want. There is probably what you need in PCL: https://pointclouds.org/
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How to transform a perspective view image to orthographic view image (with intel realsense rgbd camera)
If you're using python then you can use something like https://github.com/daavoo/pyntcloud to manipulate / render from different angles. If you're using c++ try https://pointclouds.org/
- Integrating multiple point clouds?
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How to build / reinstall a library with CUDA support?
I am currently working on a project that uses PCL. PCL supports CUDA (which I require for my project), however I can't seem to figure out how to build / install PCL with CUDA support. I looked at the PCL default.nix, and it seems that it can be built with CUDA support if the "cudatoolkit" package is installed. However, when I add PCL to the buildInputs in my project's shell.nix, it downloads a version of PCL that doesn't have CUDA support and my project fails to build.
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Point Cloud Library
Are you aware of the tutorials on https://pointclouds.org ?
colmap
Posts with mentions or reviews of colmap.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-08-03.
- Magic123: One Image to High-Quality 3D Object Generation
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Drone mapping is pretty dang cool
Not saying its easy to use, but there is an application gui and it is free: https://github.com/colmap/colmap
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Import many photogrammetry software's scenes into Blender
Colmap (Model folders (BIN and TXT), dense workspaces, NVM, PLY)
- Best options for monocular reconstruction?
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improving camera pose estimation using multiple aruco markers
See colmap for example https://colmap.github.io/
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2D images to 3D Object reconstruction
You're looking into a problem called photogrammetry, and a well-studied one at that. I'd recommend looking into "shape from motion" (sfm); specifically techniques that do "dense reconstruction." I'd recommend COLMAP to start with. It does pose estimation from images (e.g. you point it at a bunch of images and it will figure out the relative poses of the cameras that took them), as well as sparse and dense reconstcution.
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Framework generate 3d meshes from camera images
COLMAP builds dense meshes from a collection of cameras https://colmap.github.io/
- Nerfstudio: A collaboration friendly studio for NeRFs
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Neural Radiance Fields and input shape
I’ve seen references to using COLMAP (https://colmap.github.io/) to estimate camera position/pose, e.g. here
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3D reconstruction of an object from videos/few images
Classical photogrammetry, where I agree with u/tdgros that the way to go is https://colmap.github.io/. There are actually better variants in literature but nothing is more reliable and user-friendly than COLMAP. This will give you a very precise point cloud, that can be meshed if needed.
What are some alternatives?
When comparing PCL and colmap you can also consider the following projects:
Open3D - Open3D: A Modern Library for 3D Data Processing
Meshroom - 3D Reconstruction Software
ROS - Core ROS packages
OpenMVG (open Multiple View Geometry) - open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.
FCL - Flexible Collision Library
Hierarchical-Localization - Visual localization made easy with hloc
MRPT - :zap: The Mobile Robot Programming Toolkit (MRPT)
nerf - Code release for NeRF (Neural Radiance Fields)
three.js - JavaScript 3D Library.
openMVS - open Multi-View Stereo reconstruction library
DART - DART: Dynamic Animation and Robotics Toolkit
instant-ngp - Instant neural graphics primitives: lightning fast NeRF and more