Phenotypic Analysis of Diseased Plant Leaves Using Supervised and Weakly Supervised Deep Learning

Deep learning and computer vision have become emerging tools for diseased plant phenotyping. Most previous studies focused on image-level disease classification. In this paper, pixel-level phenotypic feature (the distribution of spot) was analyzed by deep learning. Primarily, a diseased leaf dataset...

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Detalles Bibliográficos
Autores principales: Zhou, Lei, Xiao, Qinlin, Taha, Mohanmed Farag, Xu, Chengjia, Zhang, Chu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AAAS 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10076051/
https://www.ncbi.nlm.nih.gov/pubmed/37040509
http://dx.doi.org/10.34133/plantphenomics.0022

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10076051/
https://www.ncbi.nlm.nih.gov/pubmed/37040509
http://dx.doi.org/10.34133/plantphenomics.0022

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