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Supervised and Weakly Supervised Deep Learning for Segmentation and Counting of Cotton Bolls Using Proximal Imagery

The total boll count from a plant is one of the most important phenotypic traits for cotton breeding and is also an important factor for growers to estimate the final yield. With the recent advances in deep learning, many supervised learning approaches have been implemented to perform phenotypic tra...

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Detalles Bibliográficos
Autores principales: Adke, Shrinidhi, Li, Changying, Rasheed, Khaled M., Maier, Frederick W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9147286/
https://www.ncbi.nlm.nih.gov/pubmed/35632096
http://dx.doi.org/10.3390/s22103688