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A hybrid attention-enhanced DenseNet neural network model based on improved U-Net for rice leaf disease identification

Rice is a necessity for billions of people in the world, and rice disease control has been a major focus of research in the agricultural field. In this study, a new attention-enhanced DenseNet neural network model is proposed, which includes a lesion feature extractor by region of interest (ROI) ext...

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Detalles Bibliográficos
Autores principales: Liu, Wufeng, Yu, Liang, Luo, Jiaxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9623092/
https://www.ncbi.nlm.nih.gov/pubmed/36330248
http://dx.doi.org/10.3389/fpls.2022.922809