SPM-IS: An auto-algorithm to acquire a mature soybean phenotype based on instance segmentation

SPM-IS: An auto-algorithm to acquire a mature soybean phenotype based on instance segmentation

Mature soybean phenotyping is an important process in soybean breeding; however, the manual process is time-consuming and labor-intensive. Therefore, a novel approach that is rapid, accurate and highly precise is required to obtain the phenotypic data of soybean stems, pods and seeds. In this resear...

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Bibliographic Details
Main Authors: Shuai Li, Zhuangzhuang Yan, Yixin Guo, Xiaoyan Su, Yangyang Cao, Bofeng Jiang, Fei Yang, Zhanguo Zhang, Dawei Xin, Qingshan Chen, Rongsheng Zhu
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2022-10-01
Series:Crop Journal
Subjects:
Soybean
Feature pyramid network
PCA
Instance segmentation
Deep learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2214514121001483

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http://www.sciencedirect.com/science/article/pii/S2214514121001483

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