Soumik Sarkar

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

Kin Gwn Lore, Adedotun Akintayo, Soumik Sarkar · Pattern Recognition · 2016 · 1.9K citations

Computing, Vision Science, Computer Vision +7

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 · 544 citations · Full text

Agriculture, Plant Pathology, Plant Sciences +17

Crop yield prediction integrating genotype and weather variables using deep learning

Johnathon M. Shook, Tryambak Gangopadhyay, Linjiang Wu et al. · PLoS ONE · 2021 · 210 citations · Full text

Agriculture, Crop Sciences, Plant Breeding +17

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 · 207 citations · Full text

Agriculture, Agronomy, Crop Sciences +17

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

Sambuddha Ghosal, Bangyou Zheng, Scott Chapman et al. · Plant Phenomics · 2019 · 187 citations · Full text

Computing, Computer Science, Plant Breeding +15