Fernerkundung I (Digitale Bildverarbeitung) - Friedrich-Schiller ...

Hodgson, M.E. (1988). Reducing the computational requirements of the minimum-distance
classifier. Remote Sensing of Environment, Vol. 24.
FUZCLUS
J.C. Bezdek, "Fuzzy mathematics in pattern classification", Ph.D. dissertation, Cornell Univ., Itheca,
NY, 1973.
ISOCLUS KCLUS
Tou, Julius T. and Rafael C. Gonzalez. 1974. Pattern Recognition Principles. Addison-Wesley
Publishing Co.
KNN
K. Fukunaga. (1990). Introduction to Statistical Pattern Recognition.
MINDIS
Hodgson, M.E. (1988). Reducing the computational requirements of the minimum distance
classifier. Remote Sensing of Environment, Vol. 24.H Academic Press, Boston.
MTE
Bernier, M.; Bonn, F.; and Gagnon, P. (eds.) ( 1989). Teledetection et Gestion Des Ressources.
volume VI: Comptes rendus du sixieme congres de L'Association quebecoise de teledetection.
Sainte-Foy, Quebec. L'Association quebecoise de teledetection. p. 388
NGCLUS
Narendra & Goldberg. 1977. "A Non-parametric clustering scheme for Landsat". Pattern
Recognition, vol. 9. pp 207-215.
SIGSEP
Richards, J. A. (1986). Remote Sensing Digital Image Analysis. Springer-Verlag. New York. pp.
206-225.
Note: The formula to calculate the Bhattacharrya Distance measure given in the above book is
incorrect. Check the reference in the book to find the right formula.
NNCLASS
The following papers and books provide more information on the the back-propagation neural
network algorithm used by the NNCREAT, NNTRAIN and NNCLASS programs:
Benediktsson, J.A., P.H. Swain, and O.K. Ersoy (1990). "Neural Network Approaches Versus
Statistical Methods in Classification of Multisource Remote Sensing Data", IEEE Transactions on
Geoscience and Remote Sensing, Vol. 28, No. 4, July 1990.
Bischof, H., W. Schneider, and A.J. Pinz (1992). "Multispectral Classification of Landsat-Images
Using Neural Networks", IEEE Transactions on Geoscience and Remote Sensing, Vol. 30, No.
3, May 1992.
Hertz, J.A., A.S. Krogh, and R.G. Palmer (1991). "Introduction to the Theory of Neural
Computation", Addison-Wesley Publishing Company.
Maren, A.J., C.T. Harston, and P.M. Pap (1990). "Handbook of Neural Computing Applications",
Academic Press Inc., San Diego.
Pao, Y.H. (1989). "Adaptive Pattern Recognition & Neural Networks", Addison-Wesley Publishing
Company.
REDUCE and CONTEXT programs use the algorithm described in the following paper:
Gong, P., and P. Howarth, "Frequency-Based Contextual Classification and Gray-Level Vector
Reduction for Land-Use Identification". Photogrammetric Engineering & Remote Sensing, Vol.
58, No. 4, April 1992, pp. 423-437.
UNMIX