Self-supervised transfer learning for few-shot classification on marine plankton images

The classification of marine plankton images is of great significance in ecological studies and environmental monitoring. In practical applications, plankton image classification faces several challenges, including sample imbalance, distinguishing between-class and within-class differences, and reco...

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Главные авторы:	Xuxiang Zhong, Yingzhen Lin, Zhenghui Feng, Feng Ling
Формат:	Artigo
Язык:	Inglês
Опубликовано:	Frontiers Media S.A. 2026-01-01
Серии:	Frontiers in Marine Science
Предметы:	few-shot learning image classification long-tail distribution marine plankton self-supervised learning
Online-ссылка:	https://www.frontiersin.org/articles/10.3389/fmars.2025.1729254/full
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