CLDTracker: A Comprehensive Language Description for visual Tracking

doi:10.1016/j.inffus.2025.103374

2025-06-14

Mohamad Alansari

Sajid Javed

Iyyakutti Iyappan Ganapathi

Sara Alansari

Muzammal Naseer

DOI：10.1016/j.inffus.2025.103374

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摘要

En 中文

• 引入VOT跟踪的综合性文本描述集合。 • 为六个VOT数据集提供综合性文本描述集合。 • 提出TTFUM以随时间更新目标文本特征。 • 使用基于注意力的相关性融合视觉和文本特征。 • 在六个基准数据集上评估CLDTrack，并与38个SOTA跟踪器进行比较。

Keyword:

Multi-modal fusion

Vision–Language Models (VLMs)

Visual Object Tracking (VOT)

期刊

Information Fusion

IF:

15.5

论文数:

4.3K

被引数:

2.7W

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