Learning classifiers for science event detection in remote sensing imagery

European Space Agency, (Special Publication) ESA SP

Volumn , Issue 603, 2005, Pages 273-280

  Castano, Rebecca ^a   Mazzoni, Dominic ^a   Tang, Nghia ^a   Doggett, Thomas ^b   Chien, Steve ^a   Greeley, Ronald ^b   Cichy, Ben ^a   Davies, Ashley ^a  

^a CALIFORNIA INSTITUTE OF TECHNOLOGY   (United States)

^b ARIZONA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EVENT DETECTION; LEARNING CLASSIFIERS;

IMAGING SYSTEMS; INTERPLANETARY SPACECRAFT; LEARNING SYSTEMS; SATELLITE OBSERVATORIES;

REMOTE SENSING;

EID: 28744448132     PISSN: 03796566     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (14)

1. S. Chien, R. Sherwood, D. Tran, B. Cichy, G. Rabideau, R. Castano, A. Davies, D. Mandl, S. Frye, B. Trout, S. Shulman, D. Boyer, "Using Autonomy Flight Software to Improve Science Return on Earth Observing One," Journal of Aerospace Computing, Information, and Communication. April 2005.
2. Davies, A. G., V. Baker, R. Castano, S. Chien, B. Cichy, T. Doggert, J. M. Dohm, R. Greeley, R. Lee, R. Sherwood (2004) Autonomous Sciencecraft Experiment (ASE) Operations On EO-1 In 2004, Lunar. Plan. Sci. Conf. XXXV, abstract #1700.
3. Sherwood, R., S. Chien, D. Tran, B. Cichy, R. Castano, A. Davies, and G. Rabideau, "Preliminary Results of the Autonomous Sciencecraft Experiment," IEEE Aerospace Conference. Big Sky, MT. March 2004.
4. Davies, A. G., S. Chien, V. Baker, T. Doggett, J. Dohm, R. Greeley, F. Ip, R. Castaňo, B. Cichy, G. Rabideau, D. Tran and R. Sherwood (2005) Monitoring Active Volcanism with the Autonomous Sciencecraft Experiment (ASE), Rem. Sens. Environ., in review.
5. Ip, F., J. M. Dohm, V. R. Baker, T. Doggett, A. G. Davies, B. Castaňo, S. Chien, B. Cichy, R. Greeley, R. Sherwood (2005) Development and Testing of the Autonomous Spacecraft Experiment (ASE) floodwater classifiers: Real-time Smart Reconnaissance of Transient Flooding, Rem. Sens. Environ., in review.
6. Doggett, T., R. Greeley, S. Chien, R. Castano, B. Cichy, A. G. Davies, G. Rabideau, R. Sherwood, D. Tran, V. Baker, J. Dohm and F. Ip, "Autonomous Detection of Cryospheric Change with Hyperion on-board Earth Observing-1", Rem. Sens. Environ., in review.
7. Thomas, P., S. Squyres, K. Herkenhoff, A. Howard and B. Murray, "Polar Deposits of Mars," in Mars, edited by H. Kieffer, B. Jakosky, C. Snyder and M. Matthews, pp. 767-798, University of Arizona Press, Tucson, Arizona, 1992.
8. Feldman, W.C., S. Maurice, A.B. Binder, B.L. Barraclough, R.C. Elphic and D.J.Lawrence, "Fluxes of fast and epithermal neutrons from Lunar Prospector: Evidence for water ice at the lunar poles," Science, 281, 1496-1500, 1998.
9. Slade, M.A., B.J. Butler and D.O. Muhleman, "Mercury radar imaging: Evidence for polar ice," Science, 258, 635-640, 1992.
10. Pearlman, J.S., P.S. Barry, C.C. Segal, J. Shepanski, D. Beiso and S.L. Carman, "Hyperion, a Space-Based Imaging Spectrometer," IEEE Trans. Geosci. Rem. Sens., 41, 1160-1172, 2003.
11. Barry, P. EO-1 / Hyperion Science Data User's Guide, Level 1_B, Redondo Beach, CA: TRW Space, Defense & Information Systems, 2001.
12. th SPIE AeroSense 2003, Orlando FL, Conference on Algorithms and Technologies for Multispectral, Hyperspectral and Ultraspectral Imagery IX, 2003.
13. Quinlan, J. R. C4.5: Programs for Machine Learning. San Mateo, CA. Morgan Kauffmann, 1993.
14. Cortez, C., and V. Vapnik, Support vector networks, Machine Learning, 20, 273-279, 1995.