The Second-place Solution for CVPR 2022 SoccerNet Tracking Challenge

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Fan Yang, Shigeyuki Odashima, Shoichi Masui, Shan Jiang

Published: 01 Jan 2022, Last Modified: 06 Mar 2025CoRR 2022EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: This is our second-place solution for CVPR 2022 SoccerNet Tracking Challenge. Our method mainly includes two steps: online short-term tracking using our Cascaded Buffer-IoU (C-BIoU) Tracker, and, offline long-term tracking using appearance feature and hierarchical clustering. At each step, online tracking yielded HOTA scores near 90, and offline tracking further improved HOTA scores to around 93.2.