Early identification of strawberry leaves disease utilizing hyperspectral imaging combing with spectral features, multiple vegetation indices and textural features

Gangshan Wu, Yinlong Fang,Qiyou Jiang,Ming Cui,Na Li,Yunmeng Ou,Zhihua Diao,Baohua Zhang

Computers and Electronics in Agriculture（2023）

引用 10|浏览9

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摘要

•A multi-feature fusion method for leaf disease detection is proposed.•The CARS, ReliefF and GLCM algorithm was respectively used to extract spectral features, vegetation indices and textural features.•Our proposed algorithm enhances the detection accuracy in leaves disease detection.

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关键词

Strawberry,Disease detection,Hyperspectral imaging,Feature fusion,Machine learning

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