Image Processing, Computer Vision, and Deep Learning: new approaches to the analysis and physics interpretation of LHC events

This review introduces recent developments in the application of image processing, computer vision, and deep neural networks to the analysis and interpretation of particle collision events at the Large Hadron Collider (LHC). The link between LHC data analysis and computer vision techniques relies on...

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Vydáno v:	Journal of physics. Conference series Ročník 762; číslo 1; s. 12035 - 12044
Hlavní autoři:	Schwartzman, A., Kagan, M., Mackey, L, Nachman, B., De Oliveira, L.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Bristol IOP Publishing 01.10.2016
Témata:	Artificial neural networks Computer architecture Computer vision Data analysis Deep learning Digital cameras Digital imaging Image classification Image processing Large Hadron Collider Machine learning Neural networks Particle collisions Particle physics Physics
ISSN:	1742-6588, 1742-6596
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