Koushik Nagasubramanian

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

Koushik Nagasubramanian, Sarah E. Jones, Asheesh K. Singh et al. · Plant Methods · 2019 · 360 citations · Full text

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

Koushik Nagasubramanian, Sarah E. Jones, Soumik Sarkar et al. · Plant Methods · 2018 · 167 citations · Full text

NTIRE 2018 Challenge on Spectral Reconstruction from RGB Images

Boaz Arad, Dong Liu, Feng Wu et al. · 2018 · 112 citations · Full text

Hyperspectral Imaging, Machine Vision, Image Analysis +15

Development of Optimized Phenomic Predictors for Efficient Plant Breeding Decisions Using Phenomic-Assisted Selection in Soybean

Kyle Parmley, Koushik Nagasubramanian, Soumik Sarkar et al. · Plant Phenomics · 2019 · 94 citations · Full text

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

Koushik Nagasubramanian, Sarah E. Jones, Asheesh K. Singh et al. · arXiv (Cornell University) · 2018 · 36 citations · Full text

Precision Agriculture, Engineering, Multispectral Imaging +22