CNN feature based graph convolutional network for weed and crop recognition in smart farming

Honghua Jiang,Chuanyin Zhang,Yongliang Qiao,Zhao Zhang,Wenjing Zhang,Changqing Song

Computers and Electronics in Agriculture（2020）

引用 103|浏览44

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摘要

•A graph-based semi-supervised learning scheme is introduced for weed and crop recognition.•Performance is assessed on four different weed datasets.•It achieved up to 98.93% accuracy which outperformed traditional CNN methods.•The proposed method can be used for similar recognition tasks.

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关键词

Weed recognition,Graph convolutional network,Deep learning,Semi-supervised learning,Smart farming

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