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An explainable deep machine vision framework for plant stress phenotyping

Current approaches for accurate identification, classification, and quantification of biotic and abiotic stresses in crop research and production are predominantly visual and require specialized training. However, such techniques are hindered by subjectivity resulting from inter- and intrarater cogn...

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Detalles Bibliográficos
Autores principales: Ghosal, Sambuddha, Blystone, David, Singh, Asheesh K., Ganapathysubramanian, Baskar, Singh, Arti, Sarkar, Soumik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5939070/
https://www.ncbi.nlm.nih.gov/pubmed/29666265
http://dx.doi.org/10.1073/pnas.1716999115