Regularization of Mars Reconnaissance Orbiter CRISM along‐track oversampled hyperspectral imaging observations of Mars CD Kreisch, JA O'sullivan, RE Arvidson, DV Politte, L He, NT Stein, ... Icarus 282, 136-151, 2017 | 31 | 2017 |
Quantitative reconstruction and denoising method HyBER for hyperspectral image data and its application to CRISM L He, JA O’Sullivan, DV Politte, KE Powell, RE Arvidson IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 18 | 2019 |
Surface Kinetic Temperatures and Nontronite Single Scattering Albedo Spectra from Mars Reconnaissance Orbiter CRISM Hyperspectral Imaging Data Over Glen Torridon, Gale Crater, Mars L. He,R. E. Arvidson,J. A. O’Sullivan,R. V. Morris,T. Condus,M. N. Hughes, K ... Journal of Geophysical Research: Planets, e2021JE007092, 2022 | 12 | 2022 |
Resolution analysis of regularized maximum log-likelihood reconstruction method for CRISM hyperspectral data L He, JA O’Sullivan, DV Politte, RE Arvidson Imaging Systems and Applications, JTu5A. 16, 2017 | 3 | 2017 |
Quantitative hyperspectral imaging pipeline to recover surface images from CRISM radiance data L He Washington University in St. Louis, 2019 | 2 | 2019 |
System, Method, and Computer Program Product for Event Forecasting Using Graph Theory Based Machine Learning Y Wu, L He, M Gu, L Wang, S Agrawal, YS Lin, I Bindlish, F Wang, H Yang US Patent App. 17/836,249, 2022 | 1 | 2022 |
Retrieving temperatures and single scattering albedos from Martian spectral data using neural networks L He, RE Arvidson, DV Politte, T Condus, JA O'Sullivan 50th Annual Lunar and Planetary Science Conference, 2094, 2019 | 1 | 2019 |
Pipeline for Retrieval of Surface Temperatures and Single Scattering Albedos DV Politte, RE Arvidson, JA O’Sullivan, L He 50th Annual Lunar and Planetary Science Conference, 2690, 2019 | 1 | 2019 |
System, Method, and Computer Program Product for Multi-Domain Ensemble Learning Based on Multivariate Time Sequence Data L He, S Agrawal, YS Lin, Y Wu, I Bindlish, C Chetia, F Wang US Patent App. 18/268,465, 2024 | | 2024 |
AI Decision Systems with Feedback Loop Active Learner. M Kosan, L He, S Agrawal, H Liu, C Chetia CSW@ WSDM, 44-58, 2023 | | 2023 |
Investigation of Crystalline Hematite in Meridiani Planum Through Coordinated Analyses of TES, CRISM, and Opportunity Rover Data T Condus, RE Arvidson, L He, JA O'Sullivan, MJ Wolff, RV Morris Ninth International Conference on Mars 2089, 6270, 2019 | | 2019 |
A Neural Network Approach to Retrieve Single Scattering Albedos and Temperatures from THEMIS and TES Infrared Data Over Gale Crater T Condus, RE Arvidson, L He, JA O'Sullivan, MJ Wolff, RV Morris 50th Annual Lunar and Planetary Science Conference, 3069, 2019 | | 2019 |
Retrieving Single Scattering Albedos and Temperatures from CRISM Hyperspectral Data Using Neural Networks L He, RE Arvidson, JA O'Sullivan Planetary Science Informatics and Data Analytics Conference 2082 (2081), 6052, 2018 | | 2018 |
Retrieval of CRISM Single Scattering Albedos from 1-3.8 μm Over the Curiosity Rover Traverse KE Powell, RE Arvidson, L He, DV Politte, JA O’Sullivan, SL Murchie, ... | | 2018 |
End-to-End Processing of CRISM Along-Track Oversampled Observations with Atmosphere and Temperature Corrections DV Politte, RE Arvidson, JA O'Sullivan, L He, KE Powell, EA Guinness 49th Annual Lunar and Planetary Science Conference, 2063, 2018 | | 2018 |
Maximum Log-Likelihood Method with Weighting Penalty for CRISM Hyperspectral Images L He, RE Arvidson, JA O'Sullivan, DV Politte Third Planetary Data Workshop and The Planetary Geologic Mappers Annual …, 2017 | | 2017 |
Regularization in Maximum Log-Likelihood Method for CRISM Hyperspectral Image Cube L He, RE Arvidson, JA O’Sullivan, DV Pollite 48th Annual Lunar and Planetary Science Conference, 2147, 2017 | | 2017 |