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Root segmentation of horticultural plants in X-Ray CT images by integrating 2D instance segmentation with 3D point cloud clustering

X-ray computed tomography (CT) is a powerful tool for in situ plant root system architecture (RSA) characterization. Accurate root segmentation from CT images is integral to studying RSA. Research studies on segmenting roots from CT images have been mainly limited to image processing-based approache...

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Wedi'i Gadw mewn:
Prif Awduron: Mary E. Cassity, Paul C. Bartley, Yin Bao
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Elsevier 2024-12-01
Cyfres:Smart Agricultural Technology
Pynciau:
DBSCAN
Instance segmentation
Root segmentation
X-Ray CT
Mynediad Ar-lein:http://www.sciencedirect.com/science/article/pii/S2772375524002715
Tagiau: Ychwanegu Tag
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