Project Details

TESCAN 3DIM - Analýza současných trendů a metod pro zpracování 3D dat

Project Period: 1. 1. 2018 - 31. 12. 2018

Project Type: contract

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

English title
TESCAN 3DIM - Analysis of Modern Trends and State of the Art Methods for 3D Data Processing
Type
contract
Keywords

3D image data, polygonal meshes, image processing, geometry processing, machine learning, deep learning

Abstract

This project aims at analysis of current methods and trends in 3D surface meshes processing and analysis and recognition of 2D/3D image data by using state-of-the-art machine learning methods. Analyse suitability of the current methods for the needs and tasks defined by the company, or experimental verification of the selected methods and consultations of already existing solutions of the company and technical assistance in their innovation.

Team members
Hajduk Petr, Ing. (Děkanát FIT VUT) , research leader
Španěl Michal, Ing., Ph.D. (UPGM FIT VUT) , team leader
Otáhalová Sylva (UPGM FIT VUT)
Publications

2018

  • KODYM Oldřich, ŠPANĚL Michal and HEROUT Adam. Segmentation of Head and Neck Organs at Risk Using CNN with Batch Dice Loss. In: Pattern Recognition, 40th German Conference, GCPR 2018 Proceedings. LNCS, volume 11269, vol. 2018. Stuttgart: Springer International Publishing, 2018, pp. 105-114. ISBN 978-3-030-12938-5. ISSN 0302-9743. Detail
  • KODYM Oldřich. Souhrnná výzkumná zpráva k projektu TESCAN 3DIM - Analýza současných trendů a metod pro zpracování 3D dat. Brno: TESCAN 3DIM, s.r.o., 2018. Detail
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