SDSTrack: Self-Distillation Symmetric Adapter Learning for Multi-Modal Visual Object Tracking

Abstract:

We propose a novel symmetric multimodal tracking framework called SDSTrack.

Authors: Xiaojun Hou, Jiazheng Xing, Yijie Qian, Yaowei Guo, Shuo Xin, Junhao Chen, Kai Tang, Mengmeng Wang, Zhengkai Jiang, Liang Liu, and Yong Liu

Source code available at: https://github.com/hoqolo/SDSTrack.

Paper: Download here

Citation: Hou, Xiaojun, et al. “SDSTrack: Self-Distillation Symmetric Adapter Learning for Multi-Modal Visual Object Tracking.” arXiv preprint arXiv:2403.16002 (2024).

BibTex:

@InProceedings{hou2024cvpr,
    author    = {Hou, Xiaojun and Xing, Jiazheng and Qian, Yijie and Guo, Yaowei and Xin, Shuo and Chen, Junhao and Tang, Kai and Wang, Mengmeng and Jiang, Zhengkai and Liu, Liang and Liu, Yong},
    title     = {SDSTrack: Self-Distillation Symmetric Adapter Learning for Multi-Modal Visual Object Tracking},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    month     = {June},
    year      = {2024},
    pages     = {26551-26561}
}