Project Details
TESCAN 3DIM - Automatizace zpracování obrazových a 3D dat pomocí hlubokého učení
Project Period: 1. 1. 2024 - 31. 12. 2024
Project Type: contract
Partner: TESCAN 3DIM, s.r.o.
English title
TESCAN 3DIM - Automating image and 3D data processing using deep learning
Type
contract
Keywords
deep learning, neural networks, 3D image analysis, polygonal mesh, 3D model
Abstract
This project aims to analyze current trends in state-of-the-art deep learning methods for understanding 3D image and surface data and automation of its processing. Analysis of the suitability of new approaches for the needs and tasks defined by the company, experimental implementation and verification of the promising methods, and consultations of existing solutions of the company and technical assistance in their innovation.
Team members
Španěl Michal, Ing., Ph.D.
(UPGM FIT VUT)
, research leader
Šilling Petr, Ing. (UPGM FIT VUT) , team leader
Kubík Tibor, Ing. (UPGM FIT VUT)
Šilling Petr, Ing. (UPGM FIT VUT) , team leader
Kubík Tibor, Ing. (UPGM FIT VUT)
Publications
2024
- KUBÍK Tibor and ŠPANĚL Michal. LMVSegRNN and Poseidon3D: Addressing Challenging Teeth Segmentation Cases in 3D Dental Surface Orthodontic Scans. Bioengineering, vol. 11, no. 10, 2024, pp. 1-18. ISSN 2306-5354. Detail