Explicit Visual Prompts for Visual Object Tracking

1 code implementation • 6 Jan 2024 • Liangtao Shi, Bineng Zhong, Qihua Liang, Ning li, Shengping Zhang, Xianxian Li

Specifically, we utilize spatio-temporal tokens to propagate information between consecutive frames without focusing on updating templates.

Object Visual Object Tracking +1

ODTrack: Online Dense Temporal Token Learning for Visual Tracking

1 code implementation • 3 Jan 2024 • Yaozong Zheng, Bineng Zhong, Qihua Liang, Zhiyi Mo, Shengping Zhang, Xianxian Li

To alleviate the above problem, we propose a simple, flexible and effective video-level tracking pipeline, named \textbf{ODTrack}, which densely associates the contextual relationships of video frames in an online token propagation manner.

Semi-Supervised Video Object Segmentation Visual Object Tracking +1

Towards Unified Token Learning for Vision-Language Tracking

1 code implementation • 27 Aug 2023 • Yaozong Zheng, Bineng Zhong, Qihua Liang, Guorong Li, Rongrong Ji, Xianxian Li

In this paper, we present a simple, flexible and effective vision-language (VL) tracking pipeline, termed \textbf{MMTrack}, which casts VL tracking as a token generation task.