1 code implementation • 1 Mar 2021 • Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir
Based on this advanced feature representation, our algorithm achieves high tracking accuracy, while outperforming several state-of-the-art trackers, including standard Siamese trackers.
1 code implementation • 1 Mar 2021 • Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir
Siamese trackers demonstrated high performance in object tracking due to their balance between accuracy and speed.
no code implementations • 22 Aug 2018 • Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir
In this paper, we propose a robust object tracking algorithm based on a branch selection mechanism to choose the most efficient object representations from multi-branch siamese networks.