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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Journal of physics. Conference series Jg. 762; H. 1; S. 12035 - 12044
Hauptverfasser:	Schwartzman, A., Kagan, M., Mackey, L, Nachman, B., De Oliveira, L.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Bristol IOP Publishing 01.10.2016
Schlagworte:	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
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!