Zero-shot instance segmentation for plant phenotyping in vertical farming with foundation models and VC-NMS

IntroductionImage instance segmentation is essential for plant phenotyping in vertical farms, yet the diversity of plant types and limited annotated image data constrain the performance of traditional supervised techniques. These challenges necessitate a zero-shot approach to enable segmentation wit...

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Bibliographic Details
Main Authors: Qin-Zhou Bao, Yi-Xin Yang, Qing Li, Hai-Chao Yang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Plant Science
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Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2025.1536226/full
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