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, doc. Ing., Ph.D. (DCGM) – research leader
Kubík Tibor, Ing. (DCGM)
Šilling Petr, Ing. (DCGM)

Publications

2024

KUBÍK, T.; ŠILLING, P.; ŠPANĚL, M. Souhrnná výzkumná zpráva k projektu TESCAN 3DIM - Automatizace zpracování obrazových a 3D dat pomocí hlubokého učení. Brno: TESCAN 3DIM, s.r.o., 2024. s. 0-0. Detail
KUBÍK, T.; ŠPANĚL, M. LMVSegRNN and Poseidon3D: Addressing Challenging Teeth Segmentation Cases in 3D Dental Surface Orthodontic Scans. Bioengineering, 2024, vol. 11, no. 10, p. 1-18. ISSN: 2306-5354. Detail