Explaining hyperspectral imaging based plant disease identification: 3D CNN and saliency maps

• Authors : Nagasubramanian, Koushik; Jones, Sarah; Singh, Asheesh K.

Subjects: Computer Science - Computer Vision and Pattern Recognition

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Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean

• Authors : Nagasubramanian, Koushik; Jones, Sarah; Sarkar, Soumik

Subjects: Computer Science - Computer Vision and Pattern Recognition

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Plant disease identification using explainable 3D deep learning on hyperspectral images

• Authors : Nagasubramanian, Koushik; Jones, Sarah; Singh, Asheesh K.

Subjects: Image processing -- Usage; Machine learning -- Usage; Plant diseases -- DiagnosisUnited States

• Source: Plant Methods. August 21, 2019, Vol. 15 Issue 1

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Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean stems

• Authors : Nagasubramanian, Koushik; Jones, Sarah; Sarkar, Soumik

Subjects: Fungal diseases of plants -- Diagnosis; Soybean -- Genetic aspects; Soybean -- Diseases

• Source: Plant Methods. Oct 3, 2018, Vol. 14 Issue 1

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