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Object condensation: one-stage grid-free multi-object reconstruction in physics detectors, graph and image data

High-energy physics detectors, images, and point clouds share many similarities in terms of object detection. However, while detecting an unknown number of objects in an image is well established in computer vision, even machine learning assisted object reconstruction algorithms in particle physics...

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Detalles Bibliográficos
Autor principal: Kieseler, Jan
Lenguaje:eng
Publicado: 2020
Materias:
Acceso en línea:https://dx.doi.org/10.1140/epjc/s10052-020-08461-2
http://cds.cern.ch/record/2711960

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