Accuracy of Fisher Distributions and Log-moment Estimation to describe Amplitude Distributions of High Resolution SAR Images over Urban Areas

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 3, Issue , 2003, Pages 1999-2001

  Tison, Céline ^a,b   Nicolas, Jean Marie ^a   Tupin, Florence ^a  

^a CNRS   (France)

^b CNES   (France)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE ANALYSIS; PROBABILITY DENSITY FUNCTION; STATISTICAL METHODS; URBAN PLANNING;

FISHER DISTRIBUTIONS; URBAN AREAS;

SYNTHETIC APERTURE RADAR;

EID: 0242458368     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. C. Tison, J.-M. Nicolas, and F. Tupin, "Classification of X-band high resolution SAR images over urban areas: Markovian segmentation using Mellin transform," in IEEE/ISPRS 2nd Joint Workshop on Remote Sensing and Data Fusion over Urban Areas, Berlin, May 2003.
2. E. Jakeman and N. Pusey, "A model for non Rayleigh sea echo," IEEE Transaction on Ant. and Prop., vol. 24, no. 6, pp. 806-814, 1976.
3. J.-M. Nicolas, A. Maruani, and F. Tupin, "Application of second kind statistics to SAR image processing," in EUSAR, 2002, pp. 685-688.
4. R. Fjortoft, Y. Delignon, W. Pieczynski, M. Sigelle, and F. Tupin, "Unsupervised classification of radar images using hidden Markov chains and hidden random fields," IEEE Transactions on Geoscience and Remote Sensing, Mar. 2003.
5. H. Quelle, Y. Delignon, and A. Marzouki, "Unsupervised Bayesian segmentation of SAR images using the Pearson system distributions," in IGARSS'93, IEEE, Ed., vol. 3, 1993, pp. 1538-1540.
6. J.-M. Nicolas, "Introduction aux statistiques de deuxième espèce: applications des log-moments et des log-cumulants à l'analyse des lois d'images radar," Traitement du Signal, vol. 19, pp. 139-167, 2002.
7. A. Stuart and J. Keith, Kendall's Advanced Theory of Statistics, 5th ed. Griffin, 1987.