7 July 2021
Virtual- Webex Platform
Europe/Zurich timezone

Computer vision application for real-time beam tracking in pinhole image systems at Alba

7 Jul 2021, 10:15
20m
Virtual- Webex Platform

Virtual- Webex Platform

Photon beam diagnostic

Speaker

Andriy Nosych (ALBA CELLS (ES))

Description

During the last year we have installed and commissioned a second x-ray pinhole at ALBA for redundant and alternative beam size measurements. Here we report the issues we encountered and compare the ultimate PSF of both pinholes at ALBA. We also report on the first steps of a computer vision and machine learning application for pinhole beam diagnostics.
We have trained an artificial neural network to simultaneously detect, track and measure one or more beam images coming from the pinhole camera feed.

Authors

Presentation materials