Fusing attention mechanism with Mask R-CNN for instance segmentation of grape cluster in the field

Accurately detecting and segmenting grape cluster in the field is fundamental for precision viticulture. In this paper, a new backbone network, ResNet50-FPN-ED, was proposed to improve Mask R-CNN instance segmentation so that the detection and segmentation performance can be improved under complex e...

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Detalles Bibliográficos
Autores principales: Shen, Lei, Su, Jinya, Huang, Rong, Quan, Wumeng, Song, Yuyang, Fang, Yulin, Su, Baofeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Plant Science
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9353517/
https://www.ncbi.nlm.nih.gov/pubmed/35937371
http://dx.doi.org/10.3389/fpls.2022.934450

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9353517/
https://www.ncbi.nlm.nih.gov/pubmed/35937371
http://dx.doi.org/10.3389/fpls.2022.934450

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