Arti Singh

An explainable deep machine vision framework for plant stress phenotyping

Sambuddha Ghosal, David Blystone, Asheesh K. Singh et al. · Proceedings of the National Academy of Sciences · 2018 · 529 citations · Full text

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

A real-time phenotyping framework using machine learning for plant stress severity rating in soybean

Hsiang Sing Naik, Jiaoping Zhang, Alec Lofquist et al. · Plant Methods · 2017 · 200 citations · Full text

A Weakly Supervised Deep Learning Framework for Sorghum Head Detection and Counting

Sambuddha Ghosal, Bangyou Zheng, Scott Chapman et al. · Plant Phenomics · 2019 · 183 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