Machine vision-based detection method for key phenotypic information of shiitake mushroom stipes

Experimental results confirm the effectiveness and reliability of the proposed method. This study provides an efficient and accurate approach for detecting key stipe traits, offering significant support for advancing intelligent shiitake mushroom breeding and enhancing cultivation quality.

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Publication Details

Journal
Frontiers in Plant Science
Published
2026-01-22
DOI
https://doi.org/10.3389/fpls.2025.1695008
Primary Topic
Smart Agriculture and AI
Type
article
Field-Weighted Citation Impact
0.00

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article

Machine vision-based detection method for key phenotypic information of shiitake mushroom stipes

Jing Dong, Qiuxiao Song, Mengdi Wang, Wengang Zheng et al.
Frontiers in Plant Science
Smart Agriculture and AI
article

Machine vision-based detection method for key phenotypic information of shiitake mushroom stipes

Jing Dong, Qiuxiao Song, Mengdi Wang, Wengang Zheng, Jiuxiao Zhao, Zuolin Li, Ruixue Xu, Wei Liu, Feifei Shan, Guoqiang Guo, Cheng Chen, Xin Zhang
article en

Abstract

Experimental results confirm the effectiveness and reliability of the proposed method. This study provides an efficient and accurate approach for detecting key stipe traits, offering significant support for advancing intelligent shiitake mushroom breeding and enhancing cultivation quality.

Frontiers in Plant ScienceVol. 16
Qihoo 360 (China) (CN), Beijing Academy of Agricultural and Forestry Sciences (CN), National Engineering Research Center for Information Technology in Agriculture (CN), Shanxi Science and Technology Department (CN)
Beijing Academy of Agricultural and Forestry Sciences
Openalex Percentile: Top 81%
Smart Agriculture and AI
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