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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Autores principales: Ke Xu, Yan Zhu, Weixing Cao, Xiaoping Jiang, Zhijian Jiang, Shuailong Li, Jun Ni
Formato: article
Lenguaje:EN
Publicado: Frontiers Media S.A. 2021
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Acceso en línea:https://doaj.org/article/a58375e506aa4e719dd6e8865b9706ef
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