Project Details

TESCAN 3DIM - Nové trendy v analýze obrazových a 3D dat

Project Period: 1. 2. 2025 - 30. 6. 2025

Project Type: contract

Partner: TESCAN 3DIM, s.r.o.

English title

TESCAN 3DIM - New Trends in Image and 3D Data Analysis

Type

contract

Keywords

deep learning, neural networks, image analysis, polygonal mesh, 3D model, geometry processing, shape models

Abstract

This contractual research aims to analyze new trends in deep learning for recognition and automated analysis of image and 3D geometric data with a focus on various types of 3D shape representations and large image data whose processing is demanding; furthermore, in the experimental verification of the suitability of using selected new methods for the needs and tasks defined by the Partner and consultations of the Partner's existing solutions and technical assistance in their innovation.

Team members

Španěl Michal, doc. Ing., Ph.D. (DCGM FIT BUT) , research leader
Pukanec Dávid, Ing. (DCGM FIT BUT) , team leader
Šilling Petr, Ing. (DCGM FIT BUT) , team leader
Kubík Tibor, Ing. (DCGM FIT BUT)

Publications

2025

ŠILLING Petr and ŠPANĚL Michal. DEMIS: Electron Microscopy Image Stitching using Deep Learning Features and Global Optimisation. In: Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies - BIOIMAGING. Porto: Institute for Systems and Technologies of Information, Control and Communication, 2025, pp. 255-256. ISBN 978-989-758-731-3. Detail