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4–5 Dec 2023
Munich Marriott Hotel
Europe/Berlin timezone

Computer vision integration into the NICOS

5 Dec 2023, 14:00
3h
Marriott

Marriott

Board: P-115
Poster Neutron Methods Poster Session

Speaker

Tomáš Červeň (Charles University)

Description

Our work focuses on the development of an Automatic Laue Sample Aligner (ALSA) that allows to increase
the sample size for neutron experiments, by fully automating the co-alignment process [1].
However, the sample manipulation, which utilizes a precise robotic arm (Mecademic Meca500 [2]),
requires also advanced use of computer vision (CV). This poster presents our integration of general computer vision
capabilities into the instrument control software NICOS [3].

The whole set of code includes integration of the Basler cameras hardware, image processing techniques (object detection),
state-of-art cameras alignment procedures and ways to store and stream obtained images.
We've achieved substantial gains in automation efficiency. Looking forward, we envision native
CV support with NICOS, to cover a wider spectrum of laboratory tasks beyond crystal detection,
from instrument calibration to dynamic decision-making.

We invite meeting attendees to explore our achievements and join the conversation about the practical applications and potential growth
of CV in NICOS.

[1] https://mambaproject.cz/alsa
[2] "Six-axis robotic arm driver: Zoning out with Frappy and NICOS", poster, Štěpán Venclík, MLZ users 2023
[3] Brandl, Georg, et al., 10th International Workshop on Personal Computers and Particle Accelerator Controls. No. IMPULSE-2014-00016. FZJ, 2014.

Primary author

Tomáš Červeň (Charles University)

Co-authors

Petr Čermák (MGML, Charles University) Stepan Venclik (Charles University)

Presentation materials

There are no materials yet.