SAR images classification method based on Dempster-Shafer theory and kernel estimate

Journal of Systems Engineering and Electronics

Volumn 18, Issue 2, 2007, Pages 210-216

  Chu, He ^a   Guisong, Xia ^a   Hong, Sun ^a  

^a WUHAN UNIVERSITY   (China)

Author keywords

Dempster Shafer theory; Image classification; Kernel estimate; Synthetic aperture Radar (SAR)

Indexed keywords

DEMPSTER-SHAFER THEORY; KERNEL ESTIMATE; MARKOV CONTEXT; SCENE CLASSIFICATION;

IMAGE ANALYSIS; ITERATIVE METHODS; PROBABILITY DENSITY FUNCTION; RADAR IMAGING; SYNTHETIC APERTURE RADAR;

IMAGE CLASSIFICATION;

EID: 34447097734     PISSN: 10044132     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1004-4132(07)60076-0     Document Type: Article

References (10)

1. Maitre H. Traitement des images de radar à synthèse d'ouverture. Paris-Collection IC2, 2001.
2. Tzeng Y., and Chen K. A fuzzy neural network to SAR image classification. IEEE Trans. on Geoscience and Remote Sensing 1 36 (1998)
3. Lee S., and Crawford Melba M. Unsupervised multistage image classification using hierarchical clustering with a Bayesian similarity Measure. IEEE Trans. on Geoscience and Remote Sensing 3 4 (May 2005)
4. Li S. Markov random field modeling in computer vision (1995), Springer-Verlag, Tokyo, Japan
5. Delignon Y., and Pieczynski W. Modeling nonrayleigh speckle distribution in SAR images. IEEE Trans. Geosci. Remote Sensing 6 40 (2002) 1432-1434
6. Tison C, Nicolas J-M, Tupin F. A new statistical model for markovian classification of urban Areas in high-resolution SAR images. IEEE Trans. on Geoscience and Remote Sensing, Vol. 42.
7. Shafer G. A mathematical theory of evidence (1976), Princeton University Press, Princeton
8. Vapnik Vladimir N. Statistical learning theory (2003), John Wiley & Sons
9. nd Edition (2002), John Wiley & Sons
10. H'egarat-Mascle Sylvie Le, Bloch Isabelle, Vidal-Madjar D. Application of Dempster-Shafer evidence theory to unsupervised classification in multisource remote sensing. IEEETrans. on Geoscience and Remote Sensing, 1997