David R. Thompson

76 papers A* 12A 5C 14Journal 38Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Operational machine learning for remote spectroscopic detection of CH CoRR Vít Ruzicka, Gonzalo Mateo-García, Itziar Irakulis-Loitxate, Juan Emmanuel Johnson, Manuel Montesino San Martín, Anna Allen, Luis Guanter, David R. Thompson
2025	J	`jnl`	SpecTf: Transformers Enable Data-Driven Imaging Spectroscopy Cloud Detection. CoRR Jake H. Lee, Michael Kiper, David R. Thompson, Philip G. Brodrick
2025	J	`jnl`	SpectralUnmixing: A general Julia package for unmixing spectroscopy data. J. Open Source Softw. Philip G. Brodrick, Francisco Ochoa, Gregory S. Okin, Vatsal A. Jhalani, Winston Olson-Duvall, Sarah R. Lundeen, David R. Thompson, Robert O. Green
2025	J	`jnl`	The AVIRIS-4 Airborne Imaging Spectrometer. IEEE Geosci. Remote. Sens. Lett. Andreas Hueni, Sven Geier, Marius Vögtli, Jesse Ray Murray Lahaye, Josquin Rosset, Dominic Berger, Luc Sierro, Laurent Valentin Jospin, David R. Thompson, Daniel Schläpfer, Robert O. Green, Teddy Loeliger, Jan Skaloud, Michael E. Schaepman
2024	C	`conf`	AVIRIS-3: Next-Generation Imaging Spectroscopy Calibration and First Results. IGARSS Regina Eckert, Michael Bernas, Philip G. Brodrick, John W. Chapman, Adam Chlus, Michael L. Eastwood, Sven Geier, Mark Helmlinger, Didier Keymeulen, Elliott Liggett, Shriya Nadgauda, Luis Ríos, Lucas Shaw, David R. Thompson, Robert O. Green
2024	C	`conf`	Attributing Methane and CO2 Plumes by Emission Sector with the EMIT and AVIRIS-3 Imaging Spectrometers. IGARSS Andrew K. Thorpe, Robert O. Green, David R. Thompson, Philip G. Brodrick, Adam Chlus, Jay E. Fahlen, Red Willow Coleman, K. Dana Chadwick, Michael L. Eastwood
2024	J	`jnl`	Evaluating the Accuracy of Gaussian Approximations in VSWIR Imaging Spectroscopy Retrievals. IEEE Trans. Geosci. Remote. Sens. Kelvin M. Leung, David R. Thompson, Jouni Susiluoto, Jayanth Jagalur, Amy Braverman, Youssef M. Marzouk
2024	J	`jnl`	Sensitivity and Uncertainty in Matched-Filter-Based Gas Detection With Imaging Spectroscopy. IEEE Trans. Geosci. Remote. Sens. Jay E. Fahlen, Philip G. Brodrick, Red Willow Coleman, Clayton D. Elder, David R. Thompson, Andrew K. Thorpe, Robert O. Green, Joseph J. Green, Amanda M. Lopez, Chuchu Xiang
2023	C	`conf`	Advances in Imaging Spectrometer Atmospheric Correction with the Open-Source ISOFIT Codebase. IGARSS Niklas Bohn, Philip G. Brodrick, James Montgomery, David R. Thompson
2023	C	`conf`	Estimating Dust on Snow - Application of a Coupled Atmosphere-Surface Model to Spaceborne Emit Imaging Spectrometer Data. IGARSS Niklas Bohn, Edward H. Bair, Philip G. Brodrick, Nimrod Carmon, Robert O. Green, Thomas H. Painter, David R. Thompson
2023	J	`jnl`	Estimation and Validation of Sub-Pixel Needleleaf Cover Fraction in the Boreal Forest of Alaska to Aid Fire Management. Remote. Sens. Anushree Badola, Santosh K. Panda, David R. Thompson, Dar A. Roberts, Christine F. Waigl, Uma S. Bhatt
2023	J	`jnl`	Quantifying the Variation in Reflectance Spectra of Metrosideros polymorpha Canopies across Environmental Gradients. Remote. Sens. Megan M. Seeley, Roberta E. Martin, Nicholas R. Vaughn, David R. Thompson, Jie Dai, Gregory P. Asner
2023	C	`conf`	The AquaSat-1 Mission Concept: Actionable Information on Water Quality and Aquatic Ecosystems for Australia and Western USA. IGARSS Courtney Bright, David Ardila, Erin L. Hestir, Timothy J. Malthus, Mark William Matthews, David R. Thompson, Nick Carter, Arnold G. Dekker, Renato Prata de Moraes Frasson, Robert O. Green, Alex Held, Klaus Joehnk, Jeremy Kravitz, Joshua Pease, Chris M. Roelfsema, Carl Seubert, Bozena Wojtasiewicz
2022	C	`conf`	Ongoing Progress Toward NASA's Surface Biology and Geology Mission. IGARSS David R. Thompson, Ralph Basilio, Ian Brosnan, Kerry Cawse-Nicholson, K. Dana Chadwick, Liane S. Guild, Michelle M. Gierach, Robert O. Green, Simon J. Hook, Scott D. Horner, Glynn C. Hulley, Raymond F. Kokaly, Charles E. Miller, Kimberley R. Miner, Christine Lee, Daniel Limonadi, Jeffrey Luvall, Ryan Pavlick, Benjamin Phillips, Benjamin Poulter, Ann Raiho, Kevin Reath, Stephanie Schollaert Uz, Amit Sen, Shawn P. Serbin, David Schimel, Philip A. Townsend, Woody Turner, Kevin R. Turpie
2022	J	`jnl`	Spatial Surface Reflectance Retrievals for Visible/Shortwave Infrared Remote Sensing via Gaussian Process Priors. Remote. Sens. Daniel Zilber, David R. Thompson, Matthias Katzfuss, Vijay Natraj, Jonathan Hobbs, Amy Braverman
2021	C	`conf`	NASA's Earth Surface Mineral Dust Source Investigation: An Earth Venture Imaging Spectrometer Science Mission. IGARSS Robert O. Green, David R. Thompson
2021	C	`conf`	NASA's Surface Biology and Geology Concept Study: Status and Next Steps. IGARSS David R. Thompson, David Bearden, Ian Brosnan, Kerry Cawse-Nicholson, Jonathan Chrone, Robert O. Green, Nancy F. Glenn, Liane S. Guild, Simon J. Hook, Raymond F. Kokaly, Christine M. Lee, Jeffrey Luvall, Charles E. Miller, Jamie Nastal, Ryan Pavlick, Benjamin Poulter, David S. Schimel, Fabian Schneider, Stephanie Schollaert Uz, Amit Sen, Shawn P. Serbin, Natasha Stavros, Kurt J. Thome, Philip A. Townsend, Woody Turner, Kevin R. Turpie, Weile Wang
2021	J	`jnl`	Vicarious Calibration of eMAS, AirMSPI, and AVIRIS Sensors During FIREX-AQ. IEEE Trans. Geosci. Remote. Sens. Carol J. Bruegge, G. Thomas Arnold, Jeffrey Czapla-Myers, RoseAnne Dominguez, Mark Helmlinger, David R. Thompson, Jeannette van den Bosch, Brian N. Wenny
2020	C	`conf`	An Earth Science Imaging Spectroscopy Mission: The Earth Surface Mineral Dust Source Investigation (EMIT). IGARSS Robert O. Green, David R. Thompson
2020	J	`jnl`	Fast and Accurate Retrieval of Methane Concentration From Imaging Spectrometer Data Using Sparsity Prior. IEEE Trans. Geosci. Remote. Sens. Markus D. Foote, Philip E. Dennison, Andrew K. Thorpe, David R. Thompson, Siraput Jongaramrungruang, Christian Frankenberg, Sarang C. Joshi
2020	J	`jnl`	Fast and Accurate Retrieval of Methane Concentration from Imaging Spectrometer Data Using Sparsity Prior. CoRR Markus D. Foote, Philip E. Dennison, Andrew K. Thorpe, David R. Thompson, Siraput Jongaramrungruang, Christian Frankenberg, Sarang C. Joshi
2020	C	`conf`	NASA's Surface Biology and Geology Concept Study: Status and Next Steps. IGARSS David R. Thompson, David S. Schimel, Benjamin Poulter, Ian Brosnan, Simon J. Hook, Robert O. Green, Nancy F. Glenn, Liane S. Guild, Christopher Henn, Kerry Cawse-Nicholson, Raymond F. Kokaly, Christine M. Lee, Jeffrey Luvall, Charles E. Miller, Jamie Nastal, Ryan Pavlick, Benjamin Phillips, Fabian Schneider, Stephanie Schollaert Uz, Shawn P. Serbin, Natasha Stavros, Philip A. Townsend, Woody Turner, Kevin R. Turpie, Weile Wang
2020	A*	`conf`	Planetary Rover Exploration Combining Remote and In Situ Measurements for Active Spectroscopic Mapping. ICRA Alberto Candela, Suhit Kodgule, Kevin Edelson, Srinivasan Vijayarangan, David R. Thompson, Eldar Noe Dobrea, David Wettergreen
2020	A*	`conf`	Probabilistic Super Resolution for Mineral Spectroscopy. AAAI Alberto Candela, David R. Thompson, David Wettergreen, Kerry Cawse-Nicholson, Sven Geier, Michael L. Eastwood, Robert O. Green
2020	C	`conf`	Regional Surveys of CH4 Point Sources Across North America: Campaigns, Algorithms, and Results. IGARSS David R. Thompson, Brian D. Bue, Riley M. Duren, Clayton D. Elder, Christian Frankenberg, Robert O. Green, Simon J. Hook, Glynn C. Hulley, Charles E. Miller, Andrew K. Thorpe, Philip E. Dennison
2019	J	`jnl`	Comparison of Methods for Modeling Fractional Cover Using Simulated Satellite Hyperspectral Imager Spectra. Remote. Sens. Philip E. Dennison, Yi Qi, Susan Meerdink, Raymond F. Kokaly, David R. Thompson, Craig S. T. Daughtry, Miguel Quemada, Dar A. Roberts, Paul D. Gader, Erin B. Wetherley, Izaya Numata, Keely L. Roth
2019	J	`jnl`	Learning Radiative Transfer Models for Climate Change Applications in Imaging Spectroscopy. CoRR Shubhankar Deshpande, Brian D. Bue, David R. Thompson, Vijay Natraj, Mario Parente
2019	J	`jnl`	Methane Mapping with Future Satellite Imaging Spectrometers. Remote. Sens. Alana K. Ayasse, Philip E. Dennison, Markus Foote, Andrew K. Thorpe, Sarang C. Joshi, Robert O. Green, Riley M. Duren, David R. Thompson, Dar A. Roberts
2019	J	`jnl`	Pushing the Limits of Seagrass Remote Sensing in the Turbid Waters of Elkhorn Slough, California. Remote. Sens. Heidi M. Dierssen, Kelley J. Bostrom, Adam Chlus, Kamille Hammerstrom, David R. Thompson, ZhongPing Lee
2019	J	`jnl`	Spectral and Radiometric Calibration of the Next Generation Airborne Visible Infrared Spectrometer (AVIRIS-NG). Remote. Sens. John W. Chapman, David R. Thompson, Mark Helmlinger, Brian D. Bue, Robert O. Green, Michael L. Eastwood, Sven Geier, Winston Olson-Duvall, Sarah R. Lundeen
2018	J	`jnl`	Imaging Spectroscopy BRDF Correction for Mapping Louisiana's Coastal Ecosystems. IEEE Trans. Geosci. Remote. Sens. Daniel J. Jensen, Marc Simard, Kyle C. Cavanaugh, David R. Thompson
2017	J	`jnl`	Integrating active learning and crowdsourcing into large-scale supervised landcover mapping algorithms. PeerJ Prepr. Stephanie R. Debats, Lyndon D. Estes, David R. Thompson, Kelly K. Caylor
2017	C	`conf`	On optimal estimation theory for atmospheric correction in vswir imaging spectroscopy. IGARSS David R. Thompson, Brian D. Bue, Robert O. Green, Vijay Natraj
2017	J	`jnl`	Onboard Autonomy on the Intelligent Payload Experiment CubeSat Mission. J. Aerosp. Inf. Syst. Steve A. Chien, Joshua Doubleday, David R. Thompson, Kiri L. Wagstaff, John Bellardo, Craig Francis, Eric Baumgarten, Austin Williams, Edmund Yee, Eric T. Stanton, Jordi Piug-Suari
2017	A	`conf`	Planetary robotic exploration driven by science hypotheses for geologic mapping. IROS Alberto Candela, David R. Thompson, Eldar Noe Dobrea, David Wettergreen
2017	—	`conf`	Radiometric and spectral stray light correction for the portable remote imaging spectrometer (PRISM) coastal ocean sensor. Earth Observing Systems Justin M. Haag, Byron E. Van Gorp, Pantazis Mouroulis, David R. Thompson
2017	C	`conf`	Spectroscopy for global observation of coastal and inland aquatic habitats. IGARSS Kevin R. Turpie, Steven Ackleson, Thomas Bell, Heidi M. Dierssen, James Goodman, Robert O. Green, Liane S. Guild, Eric J. Hochberg, Victor V. Klemas, Samantha J. Lavender, Christine Lee, Tiffany Moisan, Frank E. Müller-Karger, Joseph D. Ortiz, Sherry Palacios, David R. Thompson, Richard Zimmerman
2016	A*	`conf`	Precision Instrument Targeting via Image Registration for the Mars 2020 Rover. IJCAI Gary Doran, David R. Thompson, Tara A. Estlin
2016	J	`jnl`	Real-Time Orbital Image Analysis Using Decision Forests, with a Deployment Onboard the IPEX Spacecraft. J. Field Robotics Alphan Altinok, David R. Thompson, Benjamin J. Bornstein, Steve A. Chien, Joshua Doubleday, John Bellardo
2016	J	`jnl`	Rockster. J. Aerosp. Inf. Syst. Michael C. Burl, David R. Thompson, Charles deGranville, Benjamin J. Bornstein
2015	—	`conf`	AEGIS autonomous targeting for the Curiosity rover's ChemCam instrument. AIPR Raymond Francis, Tara A. Estlin, Daniel M. Gaines, Benjamin J. Bornstein, Steven Schaffer, Vandi Verma, Robert C. Anderson, Michael C. Burl, Selina Chu, Rebecca Castaño, David R. Thompson, Diana Blaney, Lauren de Flores, Gary Doran, Tony Nelson, Roger C. Wiens
2015	C	`conf`	Autonomy for remote sensing - Experiences from the IPEX CubeSat. IGARSS Joshua Doubleday, Steve A. Chien, Charles D. Norton, Kiri Wagstaff, David R. Thompson, John Bellardo, Craig Francis, Eric Baumgarten
2015	J	`jnl`	Onboard machine learning classification of images by a cubesat in Earth orbit. AI Matters David R. Thompson, Alphan Altinok, Benjamin J. Bornstein, Steve A. Chien, Joshua Doubleday, John Bellardo, Kiri L. Wagstaff
2015	J	`jnl`	Real-Time Atmospheric Correction of AVIRIS-NG Imagery. IEEE Trans. Geosci. Remote. Sens. Brian D. Bue, David R. Thompson, Michael L. Eastwood, Robert O. Green, Bo-Cai Gao, Didier Keymeulen, Charles M. Sarture, Alan S. Mazer, Huy H. Luong
2014	J	`jnl`	Computing in Astronomy: Applications and Examples. Computer F. Alexander Bogert, Nicholas Smith, John Holdener, Eric M. De Jong, Andrew F. Hart, Luca Cinquini, Shakeh E. Khudikyan, David R. Thompson, Chris A. Mattmann, Kiri Wagstaff, Joseph Lazio, Dayton L. Jones, Alice Allen, Lior Shamir, Peter J. Teuben
2014	J	`jnl`	Rapid Spectral Cloud Screening Onboard Aircraft and Spacecraft. IEEE Trans. Geosci. Remote. Sens. David R. Thompson, Robert O. Green, Didier Keymeulen, Sarah K. Lundeen, Yasha Mouradi, Daniel Cahn Nunes, Rebecca Castaño, Steve A. Chien
2014	J	`jnl`	Real-Time Adaptive Event Detection in Astronomical Data Streams. IEEE Intell. Syst. David R. Thompson, Sarah Burke-Spolaor, Adam Deller, Walid A. Majid, Divya Palaniswamy, Steven J. Tingay, Kiri L. Wagstaff, Randall B. Wayth
2014	J	`jnl`	Science Autonomy for Rover Subsurface Exploration of the Atacama Desert. AI Mag. David Wettergreen, Greydon T. Foil, P. Michael Furlong, David R. Thompson
2013	J	`jnl`	A Case Study of Spectral Signature Detection in Multimodal and Outlier-Contaminated Scenes. IEEE Geosci. Remote. Sens. Lett. David R. Thompson, Lukas Mandrake, Robert O. Green, Steve A. Chien
2013	A*	`conf`	Adaptive sensing of time series with application to remote exploration. ICRA David R. Thompson, Nathalie Cabrol, P. Michael Furlong, Craig Hardgrove, Kian Hsiang Low, Jeffrey Moersch, David Wettergreen
2013	J	`jnl`	Autonomous Spectral Discovery and Mapping Onboard the EO-1 Spacecraft. IEEE Trans. Geosci. Remote. Sens. David R. Thompson, Benjamin J. Bornstein, Steve A. Chien, Steven Schaffer, Daniel Tran, Brian D. Bue, Rebecca Castaño, Damhnait Gleeson, Aaron Noell
2013	A*	`conf`	Guiding Scientific Discovery with Explanations Using DEMUD. AAAI Kiri L. Wagstaff, Nina L. Lanza, David R. Thompson, Thomas G. Dietterich, Martha S. Gilmore
2013	A	`conf`	Probabilistic surface classification for rover instrument targeting. IROS Greydon T. Foil, David R. Thompson, William Abbey, David Wettergreen
2013	J	`jnl`	Semi-supervised Eigenbasis novelty detection. Stat. Anal. Data Min. David R. Thompson, Walid A. Majid, Colorado Reed, Kiri L. Wagstaff
2012	J	`jnl`	AEGIS Automated Science Targeting for the MER Opportunity Rover. ACM Trans. Intell. Syst. Technol. Tara A. Estlin, Benjamin J. Bornstein, Daniel M. Gaines, Robert C. Anderson, David R. Thompson, Michael C. Burl, Rebecca Castaño, Michele Judd
2012	A	`conf`	Decentralized active robotic exploration and mapping for probabilistic field classification in environmental sensing. AAMAS Kian Hsiang Low, Jie Chen, John M. Dolan, Steve A. Chien, David R. Thompson
2012	J	`jnl`	Multiple-Frame Subpixel Wildfire Tracking. IEEE Geosci. Remote. Sens. Lett. David R. Thompson, William Johnson, Robert L. Kremens
2012	J	`jnl`	Surface Sulfur Detection via Remote Sensing and Onboard Classification. ACM Trans. Intell. Syst. Technol. Lukas Mandrake, Umaa Rebbapragada, Kiri L. Wagstaff, David R. Thompson, Steve A. Chien, Daniel Tran, Robert T. Pappalardo, Damhnait Gleeson, Rebecca Castaño
2012	J	`jnl`	Using Clustering and Metric Learning to Improve Science Return of Remote Sensed Imagery. ACM Trans. Intell. Syst. Technol. David S. Hayden, Steve A. Chien, David R. Thompson, Rebecca Castaño
2011	J	`jnl`	Autonomous science during large-scale robotic survey. J. Field Robotics David R. Thompson, David Wettergreen, Francisco J. Calderóon Peralta
2011	A	`conf`	Current-sensitive path planning for an underactuated free-floating ocean sensorweb. IROS Kristen P. Dahl, David R. Thompson, David McLaren, Yi Chao, Steve A. Chien
2011	—	`conf`	Efficient spectral endmember detection onboard the EO-1 spacecraft. WHISPERS Benjamin J. Bornstein, David R. Thompson, Daniel Tran, Brian D. Bue, Steve A. Chien, Rebecca Castaño
2011	—	`conf`	Metric learning for hyperspectral image segmentation. WHISPERS Brian D. Bue, David R. Thompson, Martha S. Gilmore, Rebecca Castaño
2011	—	`conf`	Semi-Supervised Novelty Detection with Adaptive Eigenbases, and Application to Radio Transients. CIDU David R. Thompson, Walid A. Majid, Kiri Wagstaff, Colorado Reed
2010	—	`conf`	Automated Neutral Region selection using superpixels. WHISPERS Lukas Mandrake, David R. Thompson, Martha S. Gilmore, Rebecca Castaño, Eldar Z. N. Dobrea
2010	A*	`conf`	Science on the fly: Enabling science autonomy during robotic traverse. ICRA David Wettergreen, David R. Thompson
2010	A*	`conf`	Spatiotemporal path planning in strong, dynamic, uncertain currents. ICRA David R. Thompson, Steve A. Chien, Yi Chao, Peggy Li, Bronwyn Cahill, Julia Levin, Oscar Schofield, Arjuna P. Balasuriya, Stephanie Petillo, Matt Arrott, Michael Meisinger
2010	J	`jnl`	Superpixel Endmember Detection. IEEE Trans. Geosci. Remote. Sens. David R. Thompson, Lukas Mandrake, Martha S. Gilmore, Rebecca Castaño
2010	J	`jnl`	Using Onboard Clustering to Summarize Remotely Sensed Imagery. IEEE Intell. Syst. David S. Hayden, Steve A. Chien, David R. Thompson, Rebecca Castaño
2009	A*	`conf`	Domain-Guided Novelty Detection for Autonomous Exploration. IJCAI David R. Thompson
2009	—	`conf`	Sparse superpixel unmixing for exploratory analysis of CRISM hyperspectral images. WHISPERS David R. Thompson, Rebecca Castaño, Martha S. Gilmore
2008	A*	`conf`	Information-optimal selective data return for autonomous rover traverse science and survey. ICRA David R. Thompson, Trey Smith, David Wettergreen
2007	A*	`conf`	Generating Exponentially Smaller POMDP Models Using Conditionally Irrelevant Variable Abstraction. ICAPS Trey Smith, David R. Thompson, David Wettergreen
2007	A*	`conf`	Multi-scale Features for Detection and Segmentation of Rocks in Mars Images. CVPR Heather Dunlop, David R. Thompson, David Wettergreen
2007	A*	`conf`	Predictive Exploration for Autonomous Science. AAAI David R. Thompson
2005	A	`conf`	Multiple-object detection in natural scenes with multiple-view expectation maximization clustering. IROS David R. Thompson, David Wettergreen