Maui: modular analytics of UAS imagery for specialty crop research

Maui: modular analytics of UAS imagery for specialty crop research

Abstract Background Imaging sensors (e.g., multispectral cameras) mounted on unmanned aerial systems (UAS) have emerged as a powerful tool for deriving insights about agricultural fields, from plant morphology phenotyping to plant disease monitoring. Advances in computer vision-based image analysis...

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Bibliographic Details
Main Authors: Kathleen Kanaley, Maylin J. Murdock, Tian Qiu, Ertai Liu, Schuyler E. Seyram, Dominik Starzmann, Lawrence B. Smart, Kaitlin M. Gold, Yu Jiang
Format: Article
Language:English
Published: BMC 2025-05-01
Series:Plant Methods
Subjects:
UAS
Specialty crops
Hemp
Grapevine
Image segmentation
Vision foundation model
Online Access:https://doi.org/10.1186/s13007-025-01376-7
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https://doi.org/10.1186/s13007-025-01376-7

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