ChronoRoot: High-throughput phenotyping by deep segmentation networks reveals novel temporal parameters of plant root system architecture

BACKGROUND: Deep learning methods have outperformed previous techniques in most computer vision tasks, including image-based plant phenotyping. However, massive data collection of root traits and the development of associated artificial intelligence approaches have been hampered by the inaccessibili...

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Detalles Bibliográficos
Autores principales: Gaggion, Nicolás, Ariel, Federico, Daric, Vladimir, Lambert, Éric, Legendre, Simon, Roulé, Thomas, Camoirano, Alejandra, Milone, Diego H, Crespi, Martin, Blein, Thomas, Ferrante, Enzo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8290196/
https://www.ncbi.nlm.nih.gov/pubmed/34282452
http://dx.doi.org/10.1093/gigascience/giab052

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8290196/
https://www.ncbi.nlm.nih.gov/pubmed/34282452
http://dx.doi.org/10.1093/gigascience/giab052

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