| Novelty detection for multispectral images with application to planetary exploration HR Kerner, DF Wellington, KL Wagstaff, JF Bell, C Kwan, HB Amor Proceedings of the aaai conference on artificial intelligence 33 (01), 9484-9491, 2019 | 29 | 2019 |
| Demosaicing enhancement using pixel-level fusion C Kwan, B Chou, LYM Kwan, J Larkin, B Ayhan, JF Bell, H Kerner Signal, Image and Video Processing 12 (4), 749-756, 2018 | 25 | 2018 |
| Toward generalized change detection on planetary surfaces with convolutional autoencoders and transfer learning HR Kerner, KL Wagstaff, BD Bue, PC Gray, JF Bell, HB Amor IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 18 | 2019 |
| Rapid response crop maps in data sparse regions H Kerner, G Tseng, I Becker-Reshef, C Nakalembe, B Barker, B Munshell, ... arXiv preprint arXiv:2006.16866, 2020 | 17 | 2020 |
| Comparison of novelty detection methods for multispectral images in rover-based planetary exploration missions HR Kerner, KL Wagstaff, BD Bue, DF Wellington, S Jacob, P Horton, ... Data Mining and Knowledge Discovery 34 (6), 1642-1675, 2020 | 13 | 2020 |
| Too many AI researchers think real-world problems are not relevant H Kerner Opinion. MIT Technology Review, 2020 | 11 | 2020 |
| The Lunar Polar Hydrogen Mapper (LunaH-Map) CubeSat Mission C Hardgrove, J Bell, R Starr, T Colaprete, M Robinson, D Drake, I Lazbin, ... 47th Annual Lunar and Planetary Science Conference, 2654, 2016 | 11 | 2016 |
| Learning to predict crop type from heterogeneous sparse labels using meta-learning G Tseng, H Kerner, C Nakalembe, I Becker-Reshef Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 10 | 2021 |
| Evaluating the impact of the 2020 Iowa Derecho on corn and soybean fields using synthetic aperture radar M Hosseini, HR Kerner, R Sahajpal, E Puricelli, YH Lu, AF Lawal, ... Remote Sensing 12 (23), 3878, 2020 | 9 | 2020 |
| Resilient in-season crop type classification in multispectral satellite observations using growth stage normalization H Kerner, R Sahajpal, S Skakun, I Becker-Reshef, B Barker, M Hosseini, ... arXiv preprint arXiv:2009.10189, 2020 | 9 | 2020 |
| Context-dependent image quality assessment of JPEG compressed Mars Science Laboratory Mastcam images using convolutional neural networks HR Kerner, JF Bell III, HB Amor Computers & Geosciences 118, 109-121, 2018 | 9 | 2018 |
| Integrating machine learning for planetary science: Perspectives for the next decade AR Azari, JB Biersteker, RM Dewey, G Doran, EJ Forsberg, CDK Harris, ... arXiv preprint arXiv:2007.15129, 2020 | 8 | 2020 |
| Field-level crop type classification with k nearest neighbors: a baseline for a new Kenya smallholder dataset H Kerner, C Nakalembe, I Becker-Reshef arXiv preprint arXiv:2004.03023, 2020 | 7 | 2020 |
| Sowing seeds of food security in africa C Nakalembe, C Justice, H Kerner, C Justice, I Becker-Reshef Eos (Washington. DC) 102, 2021 | 4 | 2021 |
| Annual and in-season mapping of cropland at field scale with sparse labels G Tseng, H Kerner, C Nakalembe, I Becker-Reshef Proceedings of the Neural Information Processing Systems (NeurIPS) Workshops, 2020 | 4 | 2020 |
| The lunar polar hydrogen mapper (lunah-map) cubesat mission H Kerner, C Hardgrove, J Bell, R Amzler, A Babuscia, M Beasley, ... | 4 | 2016 |
| Cropharvest: A global dataset for crop-type classification G Tseng, I Zvonkov, CL Nakalembe, H Kerner Thirty-fifth Conference on Neural Information Processing Systems Datasets …, 2021 | 3 | 2021 |
| Mapping the Location and Extent of 2019 Prevent Planting Acres in South Dakota Using Remote Sensing Techniques A Lawal, H Kerner, I Becker-Reshef, S Meyer Remote Sensing 13 (13), 2430, 2021 | 3 | 2021 |
| Street2sat: A machine learning pipeline for generating ground-truth geo-referenced labeled datasets from street-level images M Paliyam, C Nakalembe, K Liu, R Nyiawung, H Kerner Tackling Climate Change with Machine Learning Workshop at the International …, 2021 | 3 | 2021 |
| Persistent impact of spring floods on crop loss in US Midwest M Shirzaei, M Khoshmanesh, C Ojha, S Werth, H Kerner, G Carlson, ... Weather and Climate Extremes 34, 100392, 2021 | 2 | 2021 |
Kiri WagstaffJet Propulsion LaboratoryGeverifieerd e-mailadres voor jpl.nasa.gov
