Follow
Hannah Rae Kerner
Hannah Rae Kerner
Assistant Professor, Arizona State University
Verified email at umd.edu - Homepage
Title
Cited by
Cited by
Year
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
502019
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
402019
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, 1642-1675, 2020
372020
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
362021
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
312020
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
302021
Demosaicing enhancement using pixel-level fusion
C Kwan, B Chou, LYM Kwan, J Larkin, B Ayhan, JF Bell III, H Kerner
Signal, Image and Video Processing 12 (4), 749-756, 2018
302018
Generating landslide density heatmaps for rapid detection using open-access satellite radar data in Google Earth Engine
AL Handwerger, MH Huang, SY Jones, P Amatya, HR Kerner, ...
Natural Hazards and Earth System Sciences 22 (3), 2022
29*2022
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
292020
Too many AI researchers think real-world problems are not relevant
H Kerner
Retrieved January 21, 2022, 2020
222020
Toward foundation models for earth monitoring: Proposal for a climate change benchmark
A Lacoste, ED Sherwin, H Kerner, H Alemohammad, B Lütjens, J Irvin, ...
arXiv preprint arXiv:2112.00570, 2021
212021
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
212020
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
192021
Lightweight, pre-trained transformers for remote sensing timeseries
G Tseng, I Zvonkov, M Purohit, D Rolnick, H Kerner
arXiv preprint arXiv:2304.14065, 2023
162023
Geo-bench: Toward foundation models for earth monitoring
A Lacoste, N Lehmann, P Rodriguez, E Sherwin, H Kerner, B Lütjens, ...
Advances in Neural Information Processing Systems 36, 2024
142024
Spectral diversity of rocks and soils in Mastcam observations along the Curiosity rover's traverse in Gale crater, Mars
MS Rice, C Seeger, J Bell, F Calef, M St. Clair, A Eng, AA Fraeman, ...
Journal of Geophysical Research: Planets 127 (8), e2021JE007134, 2022
142022
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
122020
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
122018
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
122016
Temporally generalizable land cover classification: A recurrent convolutional neural network unveils major coastal change through time
PC Gray, DF Chamorro, JT Ridge, HR Kerner, EA Ury, DW Johnston
Remote Sensing 13 (19), 3953, 2021
112021
The system can't perform the operation now. Try again later.
Articles 1–20