Concepedia

Soumik Sarkar

SS

103

Publications

7.2K

Citations

41

H-Index

2008

Active since

Affiliations

Iowa State University(Current)

Pennsylvania State University

Hartford Financial Services (United States)

Soumik Sarkar is an author at Iowa State University specializing in engineering, data science, and computer science.

ORCID

Top concepts

Publications per year

2008–2024

103

Publications

103

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

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

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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

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