Texture analysis and classification of SAR images of urban areas

2nd GRSS/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas, URBAN 2003

Volumn , Issue , 2003, Pages 258-262

  Dekker, R J ^a  

^a TNO   (Netherlands)

Author keywords

image classification; image texture analysis; Synthetic aperture radar; terrain mapping; urban areas

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA FUSION; FRACTAL DIMENSION; IMAGE ANALYSIS; IMAGE TEXTURE; RADAR IMAGING; REMOTE SENSING; SYNTHETIC APERTURE RADAR;

CLASSIFICATION ACCURACY; CLASSIFICATION TECHNIQUE; IMAGE TEXTURE ANALYSIS; LAND COVER INFORMATIONS; SAR IMAGE CLASSIFICATIONS; SEPARABILITY MEASURE; TERRAIN MAPPING; URBAN AREAS;

IMAGE CLASSIFICATION;

EID: 84944937931     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DFUA.2003.1220000     Document Type: Conference Paper

References (16)

1. L. Alparone, M. Barni, M. Betti, and A. Garzelli, "Fuzzy Clustering of Textured SAR Images Based on a Fractal Dimension Feature," Int. Geosci. Remote Sensing Symp., (IGARSS '97), pp. 1184-1186, August 1997.
2. J.R. Carr and F.P. de Miranda, "The Semivariogram in Comparison to the Co-Occurrence Matrix for Classification of Image Texture," IEEE Trans. Geosci. Remote Sensing, Vol. 36, No. 6, pp. 1945-1952, 1998.
3. C.K. Chui (editor), Wavelets: A Tutorial in Theory and Applications, Academic Press, San Diego, CA, 1992.
4. -, eCognition 2.1 User Guide, Definiens Imaging GmbH, München, Germany, 2002
5. R.J. Dekker, "Texture Analysis of Urban Areas in ERS SAR Imagery for Map Updating," IEEE/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas, (URBAN 2001), Rome, Italy, pp. 226-230, November 2001.
6. C. Dobson, L. Pierce, J. Kellndorfer, and F. Ulaby, "Use of SAR Image Texture in Terrain Classification," Int. Geosci. Remote Sensing Symp., (IGARSS '97), pp. 1180-1183, August 1997.
7. -, ERDAS Field Guide, Fifth Edition, ERDAS Inc., Atlanta, Georgia, 1999.
8. ESA ERS-1 Product Specification, Issue 3.0, SP-1149, ESA, June 1992.
9. nd Edition, Academic Press Inc., San Diego, California, 1990.
10. H.S.F. Greidanus, P. Hoogeboom, P.J. Koomen, P. Snoeij, and H. Pouwels, "First Results and Status of the PHARUS Phased Array Airborne SAR," Int. Geosci. Remote Sensing Symp., (IGARSS '96), pp. 1633-1635, 1998.
11. P. Hoogeboom, P. Snoeij, P.J. Koomen, and H. Pouwels, "The PHARUS project, results of the definition study including the SAR testbed PHARS," IEEE Trans. Geosci. Remote Sensing, Vol. 30, No. 4, pp. 723-735, 1992.
12. H.J.H. Kux and G.M. Henebry, "Multi-scale Texture in SAR Imagery: Landscape Dynamics of the Pantanal, Brazil," Int. Geosci. Remote Sensing Symp., (IGARSS '94), pp. 1069-1071, August 1994.
13. L.M. Novak, G.J. Owirka, C.M. Netishen, "Performance of a high-resolution polarimetric SAR automatic target recognition system," The Lincoln Laboratory Journal, Vol. 6, No. 1, pp. 11-23, 1993.
14. A.P. Pentland, "Fractal-Based Description of Natural Scenes," IEEE Trans. Pattern Anal. Mach. Intell., Vol. 6, No. 6, pp. 661-674, 1984.
15. C.V. Stewart, B. Moghaddam, K.J. Hintz, and L.M. Novak, "Fractal Brownian Motion Models for Synthetic Aperture Radar Imagery Scene Segmentation, Proceedings of the IEEE, Vol. 81, No. 10, pp. 1511-1522, 1993.
16. H. Unser, "Sum and Difference Histograms for Texture Classification," IEEE Trans. Pattern Anal. Mach. Intell., Vol. 8, No. 1, pp. 118-125, 1986.