Koushik Nagasubramanian
University of Illinois Urbana-Champaign(US)Iowa State University(US)
Publications by Year
Research Areas
Smart Agriculture and AI, Spectroscopy and Chemometric Analyses, Genomics and Phylogenetic Studies, Remote Sensing in Agriculture, Plant Pathogens and Fungal Diseases
Most-Cited Works
- → 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
- → Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean stems(2018)167 cited
- → NTIRE 2018 Challenge on Spectral Reconstruction from RGB Images(2018)114 cited
- → Development of Optimized Phenomic Predictors for Efficient Plant Breeding Decisions Using Phenomic-Assisted Selection in Soybean(2019)95 cited
- → Cyber-agricultural systems for crop breeding and sustainable production(2023)62 cited
- → Explaining hyperspectral imaging based plant disease identification: 3D CNN and saliency maps(2018)36 cited
- → High-Throughput Phenotyping in Soybean(2021)35 cited
- → Automated trichome counting in soybean using advanced image‐processing techniques(2020)32 cited
- → Plant phenotyping with limited annotation: Doing more with less(2022)23 cited