Few-shot Object Detection Method Based on Query Guidance and Semantic Enhancement

This study proposes a Few-Shot Object Detection (FSOD) method based on a query-guided strategy and semantic enhancement mechanism to address the following concerns: the lack of prototypical key information, insufficient adaptation to query images in the meta-learning paradigm, and the detector's sen...

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Podrobná bibliografie

Hlavní autor:	XIE Binhong, SHI Yufei, ZHANG Rui, ZHANG Yingjun
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Editorial Office of Computer Engineering 2026-03-01
Edice:	Jisuanji gongcheng
Témata:	object detection|few-shot learning|meta learning|query-guided prototype|semantic enhancement
On-line přístup:	https://www.ecice06.com/fileup/1000-3428/PDF/1773135129043-1895758735.pdf
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