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DeepSeedling: deep convolutional network and Kalman filter for plant seedling detection and counting in the field

BACKGROUND: Plant population density is an important factor for agricultural production systems due to its substantial influence on crop yield and quality. Traditionally, plant population density is estimated by using either field assessment or a germination-test-based approach. These approaches can...

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Detalles Bibliográficos
Autores principales: Jiang, Yu, Li, Changying, Paterson, Andrew H., Robertson, Jon S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6874826/
https://www.ncbi.nlm.nih.gov/pubmed/31768186
http://dx.doi.org/10.1186/s13007-019-0528-3