Detection of Maize Pathogenic Fungal Spores Based on Deep Learning

Detection of Maize Pathogenic Fungal Spores Based on Deep Learning

Timely detection of pathogen spores is fundamental to ensuring early intervention and reducing the spread of corn diseases, like northern corn leaf blight, corn head smut, and corn rust. Traditional spore detection methods struggle to identify spore-level targets within complex backgrounds. To impro...

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Bibliographic Details
Main Authors: Yijie Ren, Ying Xu, Huilin Tian, Qian Zhang, Mingxiu Yang, Rongsheng Zhu, Dawei Xin, Qingshan Chen, Qiaorong Wei, Shuang Song
Format: Article
Language:English
Published: MDPI AG 2025-08-01
Series:Agriculture
Subjects:
spore recognition
maize
small target detection
YOLOv8s
SPD-Conv
Online Access:https://www.mdpi.com/2077-0472/15/15/1689
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