Advertisement

The Application of Fuzzy Clustering to Satellite Images Data

  • Hizir Sofyan
  • Muzailin Affan
  • Khaled Bawahidi

Keywords

Fuzzy Cluster Accuracy Assessment Multispectral Image Remote Sensor Data Fuzzy Cluster Method 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Bibliography

  1. Anderson, J.R., Hardy, E.E., Roach, J.T., and Witmer, R.E. (1976). A Land Use and Land Cover Classification System for Use with Remote Sensor Data, Washington D.C., U.S. Geological Survey, No. Professional paper 964.Google Scholar
  2. Ball, G. and Hall, D. (1967). A clustering technique for summarizing multivariate data, Behavioral Science, 12:152:155.Google Scholar
  3. Bawahidi, K., Affan, M., Md. Said, M. A. and Razali, R. (2003). The application of remote sensing and GIS in monitoring Land-Use/Land Cover changes for a study area Ipoh, Kuala Lumpur Conference.Google Scholar
  4. Bezdek, J. C. (1981). Pattern Recognition with Fuzzy Objective Function Algoritmss, Plenum Press, New York.Google Scholar
  5. Dunn, J. C. (1973). A Fuzzy Relative of the ISODATA Process and Its Use in Detecting Compact Well-Separated Clusters, Journal of Cybernetics 3: 32–57.zbMATHMathSciNetGoogle Scholar
  6. Günther, O., Hess, G., Mutz, M., Riekert, W.-F., and Ruwwe, T. (1993). RESEDA: A Knowledge-Based Advisory System for Remote Sensing, Applied Intelligence, 3(4): 317–341.CrossRefGoogle Scholar
  7. Günther, O., Radermacher, F. J., and Riekert, W.-F. (1995). Environmental Monitoring: Models, Methods and Systems, in: Avouris, N. M. and Page, B. (eds.), Environmental Informatics, Kluwer Academic Publishers.Google Scholar
  8. Hellendorn, H. and Driankov, D. (1998). Fuzzy: Model Identification, Springer Verlag, Heidelberg.Google Scholar
  9. Ruspini, E. H. (1969). A New Approach to Clustering, Information Control 15: 22–32.zbMATHCrossRefGoogle Scholar
  10. Schowengerdt, R. A (1997). Remote Sensing, Models and Methods for Image Processing, Academic Press.Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2007

Authors and Affiliations

  • Hizir Sofyan
  • Muzailin Affan
  • Khaled Bawahidi

There are no affiliations available

Personalised recommendations