Genetic algorithm for unsupervised classification of remote sensing imagery

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5298, Issue , 2004, Pages 395-402

  Yang, Ming Der ^a   Yang, Yeh Fen ^a  

^a NATIONAL CHUNG HSING UNIVERSITY   (Taiwan)

Author keywords

Genetic Algorithm; Pattern recognition; Remote sensing imagery; Unsupervised classification

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA ACQUISITION; GENETIC ALGORITHMS; IMAGE PROCESSING; OPTIMIZATION; PATTERN RECOGNITION; PHOTOINTERPRETATION; SATELLITES;

DATA SETS; IMAGE CLASSIFICATION; REMOTE SENSING IMAGERY; UNSUPERVISED CLASSIFICATION;

REMOTE SENSING;

EID: 8844263726     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.538693     Document Type: Conference Paper

References (16)

1. Alippi, C., and Cucchiara, R., "Cluster partitioning in image analysis classification: a genetic algorithm approach." Computer Systems and Software Engineering, Proceedings, 4-8 May, p 139-144, 1992.
2. Avery, T.E. and Berlin, G.L., Fundamentals of remote sensing and airphoto interpretation. MacMillan Publishing Company, New York, 472 p, 1992.
3. Bandyopadhyay, S., and Maulik, U., "Genetic clustering for automatic evolution of clusters and application to image classification." IEEE pattern recognition, 35: 1197-1208, 2002.
4. Bandyopadhyay, S., and Maulik, U., "Nonparametric genetic clustering: comparison of validity index." IEEE Transactions on systems man, and cybernetics-part C: Applications and reviews, 31(1):120-125, 2001.
5. Bezdak, J.C., and Pal, N.R., "Some new indexes of cluster validity." IEEE Transactions on systems, man, and cybernetics-part B: Cybernetics, 28(3):301-315, 1998.
6. Gen, M., and Cheng, R., Genetic algorithms and engineering design. John Wiley & Sons, New York. 379p, 1997.
7. Groenen, P.J.F., Jajuga, K., "Fuzzy clustering with squared Minkowski distances." Fuzzy Sets and Systems, 120:227-237, 2001.
8. Lillesand, T.M. and Kiefer, R.W., Remote sensing and image interpretation. John Wiley & Sons, New York. 724 p, 2000.
9. Martini, H., and Schöbet, A., "Median and center hyperplanes in Minkowski spaces - a unified approach." Discrete Mathematics, 241:407-426, 2001.
10. Maulik, U., and Bandyopadhyay S., "Fuzzy partition using a real-coded variable-length genetic algorithm for pixel classification," IEEE Transactions on geoscience and remote sensing, 41(5): 1075-1081, 2003.
11. Ross, T. J., Fuzzy logic with engineering applications. Me Graw-hill, America, 592p, 1995.
12. Swanepoel, K.J., "Cardinalities of k-distance sets in Minkowski spaces." Discrete Mathematics, 197(198):759-767, 1999.
13. The 4th River Basin Management Bureau, The aerial data generation plan of Tsao-Ling landslide dam, 1999. (in Chinese)
14. Water Conservancy Agency, Ministry of Economic Affairs, The final report of treatment on 921 earthquake area -Tsao-Ling area, 1999. (in Chinese)
15. Xie, X.L., and Beni, G., "A new fuzzy clustering validity criterion and its application to color image segmentation." IEEE Trans. Pattern Anal. 13(8): 841-847, 1991.
16. Yang, M.S., and Wu, K.L., "A new validity index for fuzzy clustering." IEEE International Fuzzy Systems Conference, p89-92, 2001.