Prototype-Based Two-Stage Few-Shot Instance Segmentation with Flexible Novel Class Adaptation

Few-shot instance segmentation (FSIS) is devised to address the intricate challenge of instance segmentation when labeled data for novel classes is scant. Nevertheless, existing methodologies encounter notable constraints in the agile expansion of novel classes and the management of memory overhead....

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Qinying Zhu, Yilin Zhang, Peng Xiao, Mengxi Ying, Lei Zhu, Chengyuan Zhang
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2025-09-01
Цуврал:	Mathematics
Нөхцлүүд:	few-shot instance segmentation incremental learning embedding representation memory optimization
Онлайн хандалт:	https://www.mdpi.com/2227-7390/13/17/2889
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!