PURSUIT: An automatic classification tool for remote sensing data

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 6, Issue , 2002, Pages 3360-3362

  Bachmann, Charles M ^a   Bettenhausen, Michael H ^a  

^a NAVAL RESEARCH LABORATORY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER AIDED SOFTWARE ENGINEERING; FEATURE EXTRACTION; IMAGE ANALYSIS; IMAGE SENSORS; IMAGE UNDERSTANDING; MATHEMATICAL MODELS; NEURAL NETWORKS; RADAR IMAGING; SENSOR DATA FUSION; STATISTICAL METHODS; SYNTHETIC APERTURE RADAR;

AUTOMATIC FEATURE EXTRACTION; REMOTE SENSING IMAGERY; STATISTICAL PATTERN RECOGNITION;

REMOTE SENSING;

EID: 0036399414     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. C. M. Bachmann, and T. F. Donato, "Mixtures of Projection Pursuit Models: An Automated Approach to Land-Cover Classification in Landsat Thematic Mapper Imagery", in Proceedings of the 1999 International Geoscience and Remote Sensing Symposium (IGARSS'99), Hamburg, Germany, June 28-July 2, 1999, pp. 339-341.
2. C. M. Bachmann, and T. F., Donato, An Information Theoretic Comparison of Projection Pursuit and Principal Component Features for Classification of Landsat Imagery of Central Colorado, Int. J. of Remote Sensing, 21(15): 2927-2935.
3. C. M. Bachmann, T. F. Donato, R. A. Fusina, Automated Classification of coastal wetland environments from multi-sensor imagery using projection pursuit methods. INTECOL 2000 Millenium Wetland Event (International Association of Ecology 6th International Wetland Sympoium/Society of Wetland Scientists 21st Annual Meeting), August 2-12, 2000, Quebec, Canada, Program with Abstracts, pg. 410.
4. C. M. Bachmann, T. F. Donato, R. A. Fusina, Automated Coastal Classification Products Using a Nested Multi-Sensor Approach, NRL Review 2001.
5. C. M. Bachmann, T. F. Donato, K. Du Bois, R. A. Fusina, M. Bettenhausen, J. H. Porter, B. R. Truitt, 2001a. Automatic Land-Cover Classification of a Barrier Island in the Virginia Coast Reserve Using HyMAP Imagery: An Intercomparison of Methods, in Proceedings of the 2001 International Geoscience and Remote Sensing Symposium, Sydney, Australia, July 9-13, 2001.
6. C. M. Bachmann, T. F. Donato, K. Du Bois, R. A. Fusina, M. Bettenhausen, J. H. Porter, B. R. Truitt, Automatic Detection of an Invasive Plant Species on a Barrier Island in the Virginia Coast Reserve Using HYMAP and IKONOS Imagery, in Proceedings of the 2001 International Geoscience and Remote Sensing Symposium, Sydney, Australia, July 9-13, 2001.
7. C. M. Bachmann, T. F. Donato, G. M. Lamela, W. J. Rhea, M. H. Bettenhausen, R. A. Fusina, K. Du Bois, R. Lathrop, B. R. Truitt, Automated Land-Cover Models of Barrier Islands in the Virginia Coast Reserve Derived from Multi-Season HyMAP and PROBE2 Imagery, Proceedings of IGARSS'02.
8. C. M. Bachmann, T. F. Donato, G. M. Lamela, W. J. Rhea, M. H. Bettenhausen, R. A. Fusina, K. Du Bois, J. H. Porter, B. R. Truitt, accepted. Automatic Classification of Land-Cover on Smith Island, VA Using HYMAP Imagery. Accepted for publication in IEEE Transactions on Geoscience and Remote Sensing.
9. C. M. Bachmann, Fusina, R. A., Donato, T. F., 2001. Effects of Time Series Imagery on Automated Classification of Wetland Environments Using Projection Pursuit Methods, in Proceedings of the 2001 International Geoscience and Remote Sensing Symposium, Sydney, Australia, July 9-13, 2001.
10. J. H. Friedman, J. W. Tukey, "A Projection Pursuit Algorithm for Exploratory Data Analysis," IEEE Transactions on Computers, C-23, 881-890, 1974.
11. J. H. Friedman, "Exploratory Projection Pursuit," J. of the American Statistical Association, Theory and Methods, 82, 249-266, 1987.
12. D. B. Trizna, C. Bachmann, M. Sletten, N. Allan, J. Toporkov, R. Harris, Projection Pursuit Classification of Multiband Polarimetric SAR Land Images, IEEE Transactions on Geoscience and Remote Sensing, Vol. 39:11, pp. 2380-2386, November 2001.