AVLTrack: Dynamic Sparse Learning for Aerial Vision-Language Tracking
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DOI: 10.1109/tcsvt.2025.3549953
Abstract: The introduction of natural language for vision-language (VL) tracking has been proven to improve performance. However, natural language remains under-explored in existing aerial trackers. Moreover, existing VL trackers ignore the misalignment of language with dynamic… read more here.
Keywords: language tracking; dynamic sparse; language; vision language ... See more keywords
Semantic-Aware Network for Natural Language Tracking
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DOI: 10.1109/tcsvt.2025.3563267
Abstract: Natural language tracking aims to locate the position of a target specified by a natural language description. Existing methods are trained on vision-language datasets with a small number of language descriptions, which may lead to… read more here.
Keywords: aware network; module; language tracking; natural language ... See more keywords