Multi-Modal Deep Learning for Weeds Detection in Wheat Field Based on RGB-D Images

Single-modal images carry limited information for features representation, and RGB images fail to detect grass weeds in wheat fields because of their similarity to wheat in shape. We propose a framework based on multi-modal information fusion for accurate detection of weeds in wheat fields in a natu...

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Detalles Bibliográficos
Autores principales: Xu, Ke, Zhu, Yan, Cao, Weixing, Jiang, Xiaoping, Jiang, Zhijian, Li, Shuailong, Ni, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Plant Science
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8604282/
https://www.ncbi.nlm.nih.gov/pubmed/34804085
http://dx.doi.org/10.3389/fpls.2021.732968

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8604282/
https://www.ncbi.nlm.nih.gov/pubmed/34804085
http://dx.doi.org/10.3389/fpls.2021.732968

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