Texture-based characterization of urban environmental on satellite SAR images

IEEE Transactions on Geoscience and Remote Sensing

Volumn 41, Issue 1, 2003, Pages 153-159

  Dell'Acqua, Fabio ^a   Gamba, Paolo ^a  

^a UNIVERSITY OF PAVIA   (Italy)

Author keywords

Pattern recognition; Synthetic aperture radar; Terrain mapping; Urban areas

Indexed keywords

FUZZY SETS; IMAGE ANALYSIS; IMAGE QUALITY; NEURAL NETWORKS; PATTERN RECOGNITION; PROBABILITY DENSITY FUNCTION; REMOTE SENSING; SYNTHETIC APERTURE RADAR;

SATELLITE SYNTHETIC APERTURE RADAR IMAGES; TERRAIN MAPPING; URBAN AREAS;

RADAR IMAGING;

EID: 0037244288     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2002.807754     Document Type: Article

References (14)

1. T. Westin and J. Forsgren, "Orthorectification of EROS A1 images," in Proc. 1st IEEE/ISPRS Joint Workshop on Remote Sensing and Data Fusion Over Urban Areas, Rome, Italy, Nov. 2001, pp. 1-4.
2. G. Cecchi, A. Oddone, L. Rossi, and F. Volpe, "Satellite remote sensing for updating measurements of built-up areas buildings, for land use models and mobile communications optimization," in Proc. 1st IEEE/ISPRS Joint Workshop on Remote Sensing and Data Fusion Over Urban Areas, Rome, Italy, Nov. 2001, pp. 151-153.
3. F. Caltagirone, G. Manoni, P. Spera, and R. Vigliotti, "SkyMed/COSMO mission overview," in Proc. IGARSS, 1998.
4. P. Gamba, F. Dell'Acqua, and G. Pulina, "Multitemporal analysis of SAR images," in Proc. 2002 URSI Commission F Open Symp., Garmisch, Germany, Feb. 2002.
5. H. L. Bertoni, W. Honcharenko, L. R. Macel, and H. H. Xia, "UHF propagation prediction for wireless personal communications," Proc. IEEE, vol. 82, pp. 1333-1359, Sept. 1994.
6. P. Gamba and F. Dell'Acqua, "Improved multiband urban classification using a neuro-fuzzy classifier," Int. J. Remote Sens., vol. 24, pp. 827-834, Feb. 2003.
7. J. D. Paola and R. A. Schowengerdt, "A detailed comparison of back-propagation neural network and maximum-likelihood classifiers for urban land use classification," IEEE Trans. Geosci. Remote Sensing, vol. 33, pp. 981-996, July 1995.
8. P. Lombardo and C. J. Oliver, "Estimating the correlation properties of K-distributed SAR clutter," Proc. Inst. Elect. Eng. Radar Sonar Navigat., vol. 142, pp. 167-178, 1995.
9. ____, "Estimation of texture parameters in K-distributed clutter," Proc. Inst. Elect. Eng. Radar Sonar Navigat., vol. 141, pp. 196-204, 1994.
10. E. Costamagna, P. Gamba, P. Lombardo, and G. Chinino, "Statistical analysis and neuro-fuzzy classification of polarimetric SAR images of urban areas," in Proc. ERS/ENVISAT Symp., Gotheborg, Sweden, Oct. 2000.
11. R. M. Haralick, K. Shammugam, and I. Dinstein, "Textural features for image classification," IEEE Trans. Syst., Man, Cybernet., vol. 3, pp. 610-621, June 1988.
12. M. Pesaresi, "The remotely sensed city," ISPRA, Varese, Italy, Post-Doctoral Fellowship Rep., 2000.
13. C. Oliver and S. Quegan, Understanding Synthetic Array Radar Images. Norwood, MA: Artech House, 1998.
14. A. Baraldi and F. Parmiggiani, "An investigation of the textural characteristics associated with gray level cooccurrence matrix statistical parameters," IEEE Trans. Geosci. Remote Sensing, vol. 33, pp. 293-304, Mar. 1995.