Soumik Sarkar

LLNet: A deep autoencoder approach to natural low-light image enhancement

Kin Gwn Lore, Adedotun Akintayo, Soumik Sarkar · Pattern Recognition · 2016 · 1.8K citations

Image Analysis, Engineering, Computational Imaging +5

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

Crop yield prediction integrating genotype and weather variables using deep learning

Johnathon M. Shook, Tryambak Gangopadhyay, Linjiang Wu et al. · PLoS ONE · 2021 · 191 citations · Full text