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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Bibliografski detalji

Glavni autori:	Xuxiang Zhong, Yingzhen Lin, Zhenghui Feng, Feng Ling
Format:	Artigo
Jezik:	Inglês
Izdano:	Frontiers Media S.A. 2026-01-01
Serija:	Frontiers in Marine Science
Teme:	few-shot learning image classification long-tail distribution marine plankton self-supervised learning
Online pristup:	https://www.frontiersin.org/articles/10.3389/fmars.2025.1729254/full
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