Automated Phenotypic Analysis of Mature Soybean Using Multi-View Stereo 3D Reconstruction and Point Cloud Segmentation

Automated Phenotypic Analysis of Mature Soybean Using Multi-View Stereo 3D Reconstruction and Point Cloud Segmentation

Phenotypic analysis of mature soybeans is a critical aspect of soybean breeding. However, manually obtaining phenotypic parameters not only is time-consuming and labor intensive but also lacks objectivity. Therefore, there is an urgent need for a rapid, accurate, and efficient method to collect the...

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Bibliographic Details
Main Authors: Daohan Cui, Pengfei Liu, Yunong Liu, Zhenqing Zhao, Jiang Feng
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Agriculture
Subjects:
deep learning
plant phenotyping
point cloud segmentation
soybean
Online Access:https://www.mdpi.com/2077-0472/15/2/175
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