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Deep Learning Based Greenhouse Image Segmentation and Shoot Phenotyping (DeepShoot)

BACKGROUND: Automated analysis of large image data is highly demanded in high-throughput plant phenotyping. Due to large variability in optical plant appearance and experimental setups, advanced machine and deep learning techniques are required for automated detection and segmentation of plant struc...

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Detalles Bibliográficos
Autores principales: Narisetti, Narendra, Henke, Michael, Neumann, Kerstin, Stolzenburg, Frieder, Altmann, Thomas, Gladilin, Evgeny
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9328757/
https://www.ncbi.nlm.nih.gov/pubmed/35909752
http://dx.doi.org/10.3389/fpls.2022.906410