Analysis of Modern Trends and State of the Art Methods for 3D Data Processing

Czech title:Analýza současných trendů a metod pro zpracování 3D dat
Research leader:Hajduk Petr
Team leaders:©paněl Michal
Team members:Otáhalová Sylva
Agency:TESCAN 3DIM, s.r.o.
Start:2018-01-01
End:2018-12-31
Keywords:3D image data, polygonal meshes, image processing, geometry processing, machine learning, deep learning
Annotation:
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.

Publications

2018KODYM Oldřich, ©PANĚL 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. Stuttgart: Springer International Publishing, 2018, pp. 1-9. ISBN 978-3-030-12939-2. ISSN 0302-9743.

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