Machine Learning Systems
Photo of Brian D. Bue

Brian D. Bue

Mail Stop 306-463
4800 Oak Grove Drive
Pasadena, CA 91109

Office (JPL): 306-463
Phone (JPL): (818) 393-5348
FAX (JPL): (818) 393-6141
Email: Brian.D.Bue (at) jpl.nasa.gov
Web page: http://www.ece.rice.edu/~bdb1/ [External link]
Research interests Semi supervised learning, application-specific similarity measures, graph-theoretic learning, clustering with constraints, anomaly detection, transfer learning, hyperspectral imaging, information retrieval using spectral/spatial/temporal context, hyperspectral unmixing

Selected Publications:

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Brian Bue and David R. Thompson. Multiclass Continuous Correspondence Learning. NIPS workshop on Domain Adaptation. Download PDF (CL#11-5494)

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Benjamin Bornstein and David R. Thompson and Daniel Tran and Brian Bue and Steve Chien and Rebecca Castano. Efficient Spectral Endmember Detection Onboard the EO-1 Spacecraft. IEEE Workshop on Hyperspectral Imagery and Signal Processing: Evolutions in Remote Sensing. Download PDF (CL#11-1486)

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Brian Bue and David R. Thompson and Martha Gilmore and Rebecca Castano. Metric Learning for Hyperspectral Image Segmentation. IEEE Workshop on Hyperspectral Imagery and Signal Processing: Evolutions in Remote Sensing. Download PDF (CL#11-1494)

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Lukas Mandrake, Seungwon Lee, Benjamin Bornstein, Brian Bue. Adapting AMDIS for Autonomous Spectral Identification of Hazardous Compounds for ISS Monitoring. Proceedings of the 30th IEEE Aerospace Conference, March 2009. Download PDF (CL #08-4703)

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Seungwon Lee, Lukas Mandrake, Benjamin Bornstein, Brian Bue. Quantification of Trace Chemicals using Vehicle Cabin Atmosphere Monitor. Proceedings of the 30th IEEE Aerospace Conference, March 2009. Download PDF (CL #09-1960)

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Benjamin Bornstein, Seungwon Lee, Luke Mandrake, Brian Bue. Autonomous Identification and Quantification of Chemical Species with VCAM for use Onboard the ISS. IEEE Aerospace Big Sky March 2008. Download PDF ()

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Rebecca Castano, Kiri Wagstaff, Damhnait Gleeson, Robert Pappalardo, Steve Chien, Daniel Tran, Lucas Scharenbroich, Baback Moghaddam, Benyang Tang, Brian Bue, Thomas Doggett, Dan Mandl, and Stuart Frye. Onboard Detection of Active Canadian Sulfur Springs: A Europa Analogue. Proceedings of the 9th International Symposium on Artificial Intelligence, Robotics, and Automation in Space, February 2008. Download PDF (CL #07-4419)

T Stepinski and M Mendenhall and B Bue. Robust Automated Identification of Martian Impact Craters. 38th Annual Lunar and Planetary Science Conference.

B Bue and TF Stepinski. Machine detection of martian impact craters from digital topography data. IEEE Transactions on Geoscience and Remote Sensing.

B Bue and T Stepinski. Automated classification of landforms on Mars. Computers and Geosciences.

B Bue and T Stepinski. Machine Detection of Martian Craters from Digital Topography. 37th Annual Lunar and Planetary Science Conference.

B Bue and T Stepinski. Automated Classification of Landforms in Terra Cimmeria, Mars. 36th Annual Lunar and Planetary Science Conference.