Supervised classification by neural networks using polarimetric time-frequency signatures

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 4, Issue , 2009, Pages

  Duquenoy, M ^a,b   Ovarlez, J P ^a,c   Morisseau, C ^a   Vieillard, G ^a   Ferro Famil, L ^b   Pottier, E ^b  

^a ONERA   (France)

^b UNIVERSITÉ DE RENNES 1   (France)

^c Centre National de la Recherche Scientifique   (France)

Author keywords

Neural network; Radar imaging; Target classification; Wavelet transform

Indexed keywords

INFORMATION SOURCES; RADAR POLARIMETRY; SAR IMAGING; SUPERVISED CLASSIFICATION; TARGET CLASSIFICATION; TIME FREQUENCY; TIME FREQUENCY ANALYSIS; WIDE-BAND;

FREQUENCY BANDS; GEOLOGY; NEURAL NETWORKS; POLARIMETERS; POLAROGRAPHIC ANALYSIS; RADAR; REMOTE SENSING; SCATTERING; WAVELET TRANSFORMS;

RADAR IMAGING;

EID: 77951278019     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2009.5417407     Document Type: Conference Paper

References (10)

1. M. Soumekh, Fourier Array Imaging. Englewood Cliffs: Prentice Hall, 1994.
2. -, Synthetic Aperture Radar Signal Processing : with MATLAB Algorithms. New York: John Wiley and Sons, 1999.
3. J. Bertrand and P. Bertrand, "The concept of hyperimage in wide-band radar imaging," IEEE Trans. Geosci. Remote Sensing, vol.34, no.5, pp. 1144-1150, Sep. 1996.
4. J. P. Ovarlez, L. Vignaud, J. C. Castelli, M. Tria, and M. Benidir, "Analysis of sar images by multidimensional wavelet transform," IEE Proc. Radar. Sonar. Navig., vol.150, no.4, pp. 234-241, Aug. 2003.
5. M. Tria, J. P. Ovarlez, L. Vignaud, J. C. Castelli, and M. Benidir, "Discriminating real objects in radar imaging by exploiting the squared modulus of the continuous wavelet transform," IEE Proc. Radar. Sonar. Navig., vol.1, no.1, pp. 27-37, Feb. 2007.
6. M. Duquenoy, J. Ovarlez, L. Ferro-Famil, L. Vignaud, and E. Pottier, "Study of dispersive and anisotropic scatterers behavior in radar imaging using time-frequency analysis and polarimetric coherent decomposition," in Proc. IEEE radar conference, Verona,USA, Apr. 24-27, 2006, pp. 180-185.
7. D. Mensa, High Resolution Radar Imaging. USA: Artech House, 1981.
8. M. Tria, "Imagerie radar à synthése d'ouverture par analyse en ondelettes continues multidimensionnelles," Ph.D. dissertation, Univ. of Paris-Sud, Paris, France, Nov. 2005.
9. B. Ripley, Pattern Recognition and neural networks. Oxford, 1995.
10. I. Nabney, Netlab : Algorithms for pattern recognition. Springer, 2002.