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.

English title

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. (DFIT) – research leader
Otáhalová Sylva (DCGM)
Španěl Michal, doc. Ing., Ph.D. (DCGM)

Publications

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