UAV_Single_Object_Tracking_Paperlist

Year 2025

• [CVPR-2025] Learning Occlusion-Robust Vision Transformers for Real-Time UAV Tracking, You Wu, Xucheng Wang, Xiangyang Yang, Mengyuan Liu, Dan Zeng, Hengzhou Ye, Shuiwang Li. [Paper] [Code]
• [AAAI-2025] LVPTrack: High Performance Domain Adaptive UAV Tracking with Label Aligned Visual Prompt Tuning, Hongjing Wu, Siyuan Yao, Feng Huang, Shu Wang, Linchao Zhang, Zhuoran Zheng, Wenqi Ren. [Paper]

Year 2024

• [JSTAR-2024] TrackingMamba: Visual State Space Model for Object Tracking, Qingwang Wang, Liyao Zhou, Pengcheng Jin, Xin Qu, Hangwei Zhong, Haochen Song, Tao Shen. [Paper] [Code]
• [ICML-2024] Learning Adaptive and View-Invariant Vision Transformer for Real-Time UAV Tracking, Yongxin Li, Mengyuan Liu, You Wu, Xucheng Wang, Xiangyang Yang, Shuiwang Li. [Paper] [Code]
• [TGRS-2024] Learning Target-Aware Vision Transformers for Real-Time UAV Tracking, Shuiwang Li, Xiangyang Yang, Xucheng Wang, Dan Zeng, Hengzhou Ye, Qijun Zhao. [Paper] [Code]
• [arXiv-2024] Learning Motion Blur Robust Vision Transformers with Dynamic Early Exit for Real-Time UAV Tracking, You Wu, Xucheng Wang, Dan Zeng, Hengzhou Ye, Xiaolan Xie, Qijun Zhao, and Shuiwang Li. [Paper] [Code]
• [TIM-2024] Handling Occlusion in UAV Visual Tracking with Query-Guided Re-Detection, Yuanliang Xue, Tao Shen, Guodong Jin, Lining Tan, Nian Wang, Lianfeng Wang. [Paper] [Code]

Year 2023

• [ICCV-2023] Adaptive and Background-Aware Vision Transformer for Real-Time UAV Tracking, Shuiwang Li, Yangxiang Yang, Dan Zeng, Xucheng Wang;. [Paper] [Code]
• [ICRA-2023] SGDViT: Saliency-Guided Dynamic Vision Transformer for UAV Tracking, Liangliang Yao, Changhong Fu, Sihang Li, Guangze Zheng, Junjie Ye. [Paper] [Code]
• [TGRS-2023] SmallTrack: Wavelet Pooling and Graph Enhanced Classification for UAV Small Object Tracking, Yuanliang Xue, Guodong Jin, Tao Shen, Lining Tan, Nian Wang, Jing Gao. [Paper] [Code]