Contextual methods for multisource land cover classification with application to Radarsat and SPOT data

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 3500, Issue , 1998, Pages 225-236

  Ducrot, Danielle ^a   Sassier, Hugues ^a,b   Mombo, Juste ^a   Goze, Stephane ^b   Planes, Jean Guy ^b  

^a CESBIO   (France)

^b THALES ALENIA SPACE   (France)

Author keywords

[No Author keywords available]

Indexed keywords

GEOMETRICAL OPTICS; IMAGE ENHANCEMENT; PIXELS; RADAR IMAGING; RADAR SIGNAL PROCESSING; REMOTE SENSING; SPECKLE;

CLASSIFICATION PROCESS; CONTEXTUAL INFORMATION; FUSION ALGORITHMS; LAND COVER CLASSIFICATION; MULTISOURCE DATA; STATISTICAL PROPERTIES; STATISTICAL RULES; TEMPORAL SPECKLE;

CLASSIFICATION (OF INFORMATION);

EID: 84937119944     PISSN: 0277786X     EISSN: 1996756X     Source Type: Conference Proceeding    
DOI: 10.1117/12.331867     Document Type: Conference Paper

References (18)

1. Nezry E., Lopes A., Ducrot D., Nezry C. Supervised classification of K-distributed SAR images of natural targets and probability oferror estimation IEEE Trans. on GRS, Vol 34 n. 5, Sept 1996
2. Fukunaga K., 'Introduction to statistical pattern recognition", Academic Press, London, 1972
3. Shahshahani B.M. &Landgrebe D. A., "The effect of unlabeled samples in reducing the small sample size problem and mitigating the Hughes phenomenon", IEEE Trans on GRS, vol. 32 n 5, 1087-1095, September 1994
4. Sery F., Filtrage du speckle dans les images radar a synthèse d'ouverture polarimétriques et classification supervisée multi-source. x, PHD Thesis
5. Geman S. &Geman D., "Stochastic relaxation, Gibbs distribution and the bayesian restoration of images", iEEE Trans. on PAMI, Vol.6 n 6, 721-741, November 1984
6. Shistad-Solberg A.H., Taxt T. &Jam AK., "A Markov random fields model for classification of multisource satellite imagery", IEEE Trans. on Geosciences and Remote Sensing, Vol.34 n 1, 100-113, January 1996
7. Marzouki A., "Segmentation statistique d'images radar", PHD Thesis
8. Lemarechal C., Fjortoft R., Marthon P., Cubero-Castan E., "Comments on 'Geodesic saliency of watershed contours and hierarchical segmentation' ", IEEE Trans on Pattern Analysis and Machine Intelligence (PAMJ), Vol. 20, No. 7, pp. 762-763, July 1998
9. Fjørtoft R., Lopes A., Marthon P., Cubero-Castan E., "An optimal multi-edge detector for SAR image segmentation", IEEE Trans on Geoscience and Remote Sensing (TGARS), Vol. 36, No. 3, pp. 793-802, May 1998
10. Vincent L., Soille P., "Watersheds in digital spaces an efficient algorithm based on immersion simulations", IEEE Trans. on PAMI, Vol.13 n 6, 583-598, 1991
11. Bruniquel J.: Contribution de données multi-temporelles a l'amélioration radiométrique et a l'utilisation d'images de radar a synthèse d'ouverture, PHD Thesis
12. Kuan D.T., Sawchuk A.A., Strand T.C., Chavel P. : "Adaptive noise smoothing filter for images with signal dependent noise", IEEE Trans. On PAMI, Vol. PAMI-7 n 2, pp.167-177, March 1985
13. Kuan D.T., Sawchuk A.A., Strand T.C., Chavel P., : "Adaptive restoration of images with speckle", IEEE Trans. On ASSP, Vol. ASSP-35 n 3, pp.373-33, March 1987
14. Sassier H., Goze S., Planes J.G., Ducrot D.: " Classification of radar satellite data for land use extraction", EUSAR'98, Friedrichshafen, Germany, 25-27 May 1998. 1
15. Ducrot D., Sery F., Sassier H., Goze S., Planes J.G. : 'Classification and fusion of optical and radar satellite data for land use extraction", Fusion ofEarth Data, Sophia Antipolis, France, 28-30 January 1998
16. Sery F., Ducrot-Gambart D., Lopes A., Fjortoft R., Cubéro-Castan E., Marthon P., "Multisource classification of SAR images with the use of segmentation, polarimetry, texture and multitemporal data", Proceedings of SPIE Europto '96, Taomina, Italia, September 1996
17. Cook R. and McConnell I., MUM (Merge Using Moments) segmentation for SAR images, Proc. SPIE 2316, pp. 92-103, 1994
18. Shen J. and Castan S., ((An optimal linear operator fir step edge detection x', CVGIP, Graphics Models and Image Processing, Vol. 54, No. 2, pp. 112-133, March 1992