Soumik Sarkar
Iowa State University(US)
Publications by Year
Research Areas
Smart Agriculture and AI, Anomaly Detection Techniques and Applications, Fault Detection and Control Systems, Time Series Analysis and Forecasting, Neural Networks and Applications
Most-Cited Works
- → LLNet: A deep autoencoder approach to natural low-light image enhancement(2016)1,829 cited
- → Machine Learning for High-Throughput Stress Phenotyping in Plants(2015)1,057 cited
- → Deep Learning for Plant Stress Phenotyping: Trends and Future Perspectives(2018)608 cited
- → An explainable deep machine vision framework for plant stress phenotyping(2018)531 cited
- → Plant disease identification using explainable 3D deep learning on hyperspectral images(2019)361 cited
- → Challenges and Opportunities in Machine-Augmented Plant Stress Phenotyping(2020)205 cited
- → A real-time phenotyping framework using machine learning for plant stress severity rating in soybean(2017)204 cited
- → Crop yield prediction integrating genotype and weather variables using deep learning(2021)197 cited
- → A Weakly Supervised Deep Learning Framework for Sorghum Head Detection and Counting(2019)184 cited
- → An adaptive spatiotemporal feature learning approach for fault diagnosis in complex systems(2018)179 cited