Project Details

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

Project Period: 1. 2. 2025 – 31. 8. 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) – research leader
Kubík Tibor, Ing. (DCGM)
Pukanec Dávid, Ing. (DCGM)
Šilling Petr, Ing. (DCGM)
Publication Results

2025

  • ŠILLING, P.; ŠPANĚL, M. DEMIS: Electron Microscopy Image Stitching using Deep Learning Features and Global Optimisation. 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. p. 255.ISBN: 978-989-758-731-3. Detail
Results with Impact on Practice

2025

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