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Research on Field Soybean Weed Identification Based on an Improved UNet Model Combined With a Channel Attention Mechanism

Aiming at the problem that it is difficult to identify two types of weeds, grass weeds and broadleaf weeds, in complex field environments, this paper proposes a semantic segmentation method with an improved UNet structure and an embedded channel attention mechanism SE module. First, to eliminate the...

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Detalles Bibliográficos
Autores principales: Yu, Helong, Men, Zhibo, Bi, Chunguang, Liu, Huanjun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9240479/
https://www.ncbi.nlm.nih.gov/pubmed/35783959
http://dx.doi.org/10.3389/fpls.2022.890051