Zino J. Vieth
Product||Web Developer
Passionate about innovative software development.
3D Deep Learning
Pipeline for the Reconstruction of 3D Models from Point Cloud-based railway scenes.
I developed this pipeline protoype within the scope of my bachelor's thesis,
which had the topic of "point cloud classification and segmentation for
catenary systems". The project used a point cloud dataset of real life
catenary arches provided by Strukton Rail, a Dutch railway company, and CAD
models of the parts of the catenary systems. the purpose of the pipeline is
to utilize a deep learning model and point pair feature matching to place the
CAD models at their correct position and orientation, reconstructing a complete
CAD model of the scanned arch.
I was allowed to present my thesis via a poster
at the ictOpen conference in Amsterdam in April 2022.