Fusion of radar and optical data for identification of human settlements

Remote Sensing of Impervious Surfaces

Volumn , Issue , 2007, Pages 143-159

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

^a UNIVERSITY OF PAVIA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 81555195781     PISSN: None     EISSN: None     Source Type: Book    
DOI: None     Document Type: Chapter

References (26)

1. F. Dell'Acqua, P. Gamba, G. Trianni: Fully vs dual polarization satellite sensors for urban area analysis, in Proceedings of POLinSAR 2005, January 2005, Unformatted CD-ROM.
2. F. Caltagirone, G. Manoni, P. Spera, R. Vigliotti: SkyMed/COSMO mission overview, in Proceedings of IGARSS98, June 1998, pp. 610-621.
3. Available online at: http://www.caf.dlr.de/tsx/start_en.htm, accessed on May 22, 2006.
4. R.J. Dekker: Texture analysis and classification of SAR images of urban areas, in Proceedings of 2nd GRSS/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas, Berlin, May 2003, pp. 258-262.
5. F. Dell'Acqua, P. Gamba: Texture-based characterization of urban environments on satellite SAR images, IEEE Transactions on Geoscience and Remote Sensing, 41(1), 153-159, 2003.
6. F. Dell'Acqua, P. Gamba: A preliminary statistical analysis of textural features in RADARSAT-1 images of an urban area, in Proceedings of URSI Commission F Symposium, Ispra, April 2005, Unformatted CD-ROM.
7. F. Dell'Acqua, P. Gamba, A. Iodice, G. Lisini, D. Riccio, G. Ruello: Simulation and analysis of fine resolution SAR images in urban areas, in Proceedings of the 2nd GRSS/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas (URBAN2003), Berlin, Germany, 22-23 May 2003, pp. 132-135.
8. L. Alparone, S. Baronti, A. Garzelli, F. Nencini: Landsat ETM+ and SAR image fusion based on generalized intensity modulation, IEEE Transactions on Geoscience and Remote Sensing, 42(12), 2832-2839, 2004.
9. L. Fatone, P. Maponi, F. Zirilli: Fusion of SAR/optical images to detect urban areas, in Proceedings of IEEE/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas, Rome, 2001, pp. 217-221.
10. G. Trianni, P. Gamba: A novel MRF model for multisource data fusion in urban areas, in Proceedings of URSI GA, New Delhi (India), October 2005, Unformatted CD-ROM.
11. D. Hindson, J. McCarthy (Eds.): Defining and gauging the problem, in: Here to Stay: Informal Settlements in KwaZulu Natal, Indicator Press, Durban, 1994, pp. 1-28.
12. H. Ruther, H. Martine, E.G. Mtalo: Application of snakes and dynamic programming optimisation technique in modelling of buildings in informal settlement areas, Journal of Photogrammetry and Remote Sensing, 56, 269-282, July 2002.
13. Y. Baudot: Geographical analysis of the population of fast-growing cities in the third world, in: Remote Sensing and Urban Analysis, Taylor & Francis, London & New York, pp. 225-241, 2001.
14. J.-P. Donnay, M.J. Barnsley, P.A. Longley: Remote sensing and urban analysis, in: Remote Sensing and Urban Analysis, Taylor & Francis, London & New York, 2001, pp. 3-18.
15. P. Hofmann: Detecting informal settlements from IKONOS image data using methods of object oriented image analysis - an example from Cape Town, South Africa, in Proceedings of the Conference on Remote Sensing of Urban Areas, Regensburg, July 2001, pp. 107-118.
16. R.M. Haralick, K. Shanmugam, I. Dinstein: Texture features for image classification, IEEE Transactions on Systems, Man, and Cybernetics, 3, 610-621, November 1973.
17. D.G. Barber, E.F. LeDrew: SAR sea ice discrimination using texture statistics: a multivariate approach, Photogrammetric Engineering and Remote Sensing, 57(4), 385-395.
18. F. Dell'Acqua, P. Gamba: Discriminating urban environments using multi-scale texture and multiple SAR images, in Proceedings of the Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, CD-ROM, Greenbelt, MD, October 2003.
19. M. Pesaresi: The Remotely Sensed City, Final report of the post-doctoral fellowship at the JRC Ispra, Italy, March 2000.
20. P. Gamba, F. Dell'Acqua: Improved multiband urban classification using a neuro-fuzzy classifier, International Journal of Remote Sensing, 24(4), 827-834, 2003.
21. G.A. Carpenter, M.N. Gjaja, S. Gopal, C.E. Woodcock: ART neural networks for remote sensing: vegetation classification from Landsat TM and terrain data, IEEE Transactions on Geoscience and Remote Sensing, 35, 308-325, 1997.
22. A.H. Schistad Solber, A.K. Jain, T. Taxt: Multisource classification of remotely sensed data: fusion of Landsat TM and SAR images, IEEE Transactions on Geoscience and Remote Sensing, 32(4), 768-778, 1994.
23. P. Gamba, F. Dell'Acqua, G. Trianni: Semi-automatic choice of scale-dependent features for satellite SAR image classification, Pattern Recognition Letters, 27(4), 244-251, 2006.
24. Available online at: http://beta.sedac.ciesin.columbia.edu/gpw/, accessed on 1 July 2006.
25. Available online at: http://www.africover.org, accessed on 1 July 2006.
26. P. Gamba: A collection of data for urban area characterization, in Proceedings of IGARSS'04, Anchorage, USA, September 2004, Vol. I, pp. 69-72.