| Machine learning for high-throughput stress phenotyping in plants A Singh, B Ganapathysubramanian, AK Singh, S Sarkar Trends in plant science 21 (2), 110-124, 2016 | 400 | 2016 |
| LLNet: A deep autoencoder approach to natural low-light image enhancement KG Lore, A Akintayo, S Sarkar Pattern Recognition 61, 650-662, 2017 | 316 | 2017 |
| An explainable deep machine vision framework for plant stress phenotyping S Ghosal, D Blystone, AK Singh, B Ganapathysubramanian, A Singh, ... Proceedings of the National Academy of Sciences 115 (18), 4613-4618, 2018 | 158 | 2018 |
| Deep learning for plant stress phenotyping: trends and future perspectives AK Singh, B Ganapathysubramanian, S Sarkar, A Singh Trends in plant science 23 (10), 883-898, 2018 | 147 | 2018 |
| Review and comparative evaluation of symbolic dynamic filtering for detection of anomaly patterns C Rao, A Ray, S Sarkar, M Yasar Signal, Image and Video Processing 3 (2), 101-114, 2009 | 143 | 2009 |
| A real-time phenotyping framework using machine learning for plant stress severity rating in soybean HS Naik, J Zhang, A Lofquist, T Assefa, S Sarkar, D Ackerman, A Singh, ... Plant methods 13 (1), 23, 2017 | 84 | 2017 |
| Data-driven fault detection in aircraft engines with noisy sensor measurements S Sarkar, X Jin, A Ray Journal of Engineering for Gas Turbines and Power 133 (8), 2011 | 83 | 2011 |
| Collaborative deep learning in fixed topology networks Z Jiang, A Balu, C Hegde, S Sarkar Advances in Neural Information Processing Systems, 5904-5914, 2017 | 69 | 2017 |
| Fault detection and isolation in aircraft gas turbine engines. Part 1: Underlying concept S Gupta, A Ray, S Sarkar, M Yasar Proceedings of the Institution of Mechanical Engineers, Part G: Journal of …, 2008 | 61 | 2008 |
| Ntire 2020 challenge on spectral reconstruction from an rgb image B Arad, R Timofte, O Ben-Shahar, YT Lin, GD Finlayson Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 54 | 2020 |
| Computer vision and machine learning for robust phenotyping in genome-wide studies J Zhang, HS Naik, T Assefa, S Sarkar, RVC Reddy, A Singh, ... Scientific Reports 7 (1), 1-11, 2017 | 53 | 2017 |
| Plant disease identification using explainable 3D deep learning on hyperspectral images K Nagasubramanian, S Jones, AK Singh, S Sarkar, A Singh, ... Plant methods 15 (1), 98, 2019 | 52* | 2019 |
| An adaptive spatiotemporal feature learning approach for fault diagnosis in complex systems T Han, C Liu, L Wu, S Sarkar, D Jiang Mechanical Systems and Signal Processing 117, 170-187, 2019 | 52 | 2019 |
| Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean stems K Nagasubramanian, S Jones, S Sarkar, AK Singh, A Singh, ... Plant methods 14 (1), 86, 2018 | 47 | 2018 |
| Fault detection and isolation in aircraft gas turbine engines. Part 2: validation on a simulation test bed S Sarkar, M Yasar, S Gupta, A Ray, K Mukherjee Proceedings of the Institution of Mechanical Engineers, Part G: Journal of …, 2008 | 45 | 2008 |
| Multivariate exploration of non-intrusive load monitoring via spatiotemporal pattern network C Liu, A Akintayo, Z Jiang, GP Henze, S Sarkar Applied energy 211, 1106-1122, 2018 | 44 | 2018 |
| An unsupervised spatiotemporal graphical modeling approach to anomaly detection in distributed cps C Liu, S Ghosal, Z Jiang, S Sarkar 2016 ACM/IEEE 7th International Conference on Cyber-Physical Systems (ICCPS …, 2016 | 43 | 2016 |
| Anomaly detection in nuclear power plants via symbolic dynamic filtering X Jin, Y Guo, S Sarkar, A Ray, RM Edwards IEEE Transactions on Nuclear Science 58 (1), 277-288, 2010 | 42 | 2010 |
| Sensor fusion for fault detection and classification in distributed physical processes S Sarkar, S Sarkar, N Virani, A Ray, M Yasar Frontiers in Robotics and AI 1, 16, 2014 | 41 | 2014 |
| Traffic congestion detection from camera images using deep convolution neural networks P Chakraborty, YO Adu-Gyamfi, S Poddar, V Ahsani, A Sharma, S Sarkar Transportation Research Record 2672 (45), 222-231, 2018 | 40 | 2018 |
Baskar GanapathysubramanianIowa State UniversityVerified email at iastate.edu
