Detection and characterization of spike architecture based on deep learning and X-ray computed tomography in barley

BACKGROUND: Spike is the grain-bearing organ in cereal crops, which is a key proxy indicator determining the grain yield and quality. Machine learning methods for image analysis of spike-related phenotypic traits not only hold the promise for high-throughput estimating grain production and quality,...

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Detalles Bibliográficos
Autores principales: Ling, Yimin, Zhao, Qinlong, Liu, Wenxin, Wei, Kexu, Bao, Runfei, Song, Weining, Nie, Xiaojun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10604417/
https://www.ncbi.nlm.nih.gov/pubmed/37891590
http://dx.doi.org/10.1186/s13007-023-01096-w

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