Year: 2025
Type: article
Abstract: The ParticleTracking software is intended to facilitate semi-automatic detection, 3D position and orientation reconstruction and tracking of arbitrarily shaped particles from 2-view stereo camera footage.The software consists of two packages, RodTracker and ParticleDetection.The ParticleDetection package provides functionality for training and application of neural networks (e.g.Mask R-CNN) for particle detection in camera images, as well as automatic 3D matching and multi-object tracking of these particles.The RodTracker package is a graphical user interface (GUI) for the particle tracking task, encapsulating the functionality of ParticleDetection and providing means to manually correct the automatically generated particle coordinates and tracking data.
DOI: 10.21105/joss.05986
Language: English
Topic: Advanced Vision and Imaging
Subfield: Computer Vision and Pattern Recognition
Field: Computer Science
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W4410698424