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

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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Bibliographic Details
Main Authors: Mary E. Cassity, Paul C. Bartley, Yin Bao
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Smart Agricultural Technology
Subjects:
DBSCAN
Instance segmentation
Root segmentation
X-Ray CT
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375524002715
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