Project Details
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.
3D image data, polygonal meshes, image processing, geometry processing, machine learning, deep learning
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.
2018
- KODYM, O. Souhrnná výzkumná zpráva k projektu TESCAN 3DIM - Analýza současných trendů a metod pro zpracování 3D dat. Brno: TESCAN 3DIM, s.r.o., 2018.
s. 0-0. Detail - KODYM, O.; ŠPANĚL, M.; HEROUT, A. Segmentation of Head and Neck Organs at Risk Using CNN with Batch Dice Loss. In Pattern Recognition, 40th German Conference, GCPR 2018 Proceedings. Lecture Notes in Computer Science. LNCS, volume 11269. Stuttgart: Springer International Publishing, 2018.
p. 105-114. ISBN: 978-3-030-12938-5. ISSN: 0302-9743. Detail