Automated player identification and indexing using two-stage deep learning network

Abstract American football games attract significant worldwide attention every year. Identifying players from videos in each play is also essential for the indexing of player participation. Processing football game video presents great challenges such as crowded settings, distorted objects, and imba...

Full description

Bibliographic Details
Main Authors: Hongshan Liu, Colin Adreon, Noah Wagnon, Abdul Latif Bamba, Xueshen Li, Huapu Liu, Steven MacCall, Yu Gan
Format: Article
Language:English
Published: Nature Portfolio 2023-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-36657-5