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Apple detection and instance segmentation in natural environments using an improved Mask Scoring R-CNN Model

The accurate detection and segmentation of apples during growth stage is essential for yield estimation, timely harvesting, and retrieving growth information. However, factors such as the uncertain illumination, overlaps and occlusions of apples, homochromatic background and the gradual change in th...

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Detalles Bibliográficos
Autores principales: Wang, Dandan, He, Dongjian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9755658/
https://www.ncbi.nlm.nih.gov/pubmed/36531408
http://dx.doi.org/10.3389/fpls.2022.1016470