Bayesian model based city reconstruction from high resolution ISAR data

IEEE/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas, DFUA 2001

Volumn , Issue , 2001, Pages 58-63

  Quartulli, M ^a   Datcu, M ^a  

^a GERMAN AEROSPACE CENTER DLR   (Germany)

Author keywords

high resolution interferometric SAR; model based; settlement reconstruction

Indexed keywords

BAYESIAN NETWORKS; DATA FUSION; FEATURE EXTRACTION; HIERARCHICAL SYSTEMS; INTERFEROMETRY; REMOTE SENSING; STOCHASTIC SYSTEMS; SYNTHETIC APERTURE RADAR;

ACQUISITION PROCESS; BAYESIAN INFORMATION; HIERARCHICAL MODEL; INTERFEROMETRIC RADARS; INTERFEROMETRIC SAR; MODEL-BASED OPC; SEPARATION AND CHARACTERIZATIONS; THREE-DIMENSIONAL ENVIRONMENT;

DATA MINING;

EID: 84960879166     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DFUA.2001.985727     Document Type: Conference Paper

References (17)

1. Gerhard Winkler, Image Analysis, Random Fields and Dynamic Montecarlo Methods, Springer-Verlag, 1995.
2. E.T.Jaynes, "Bayesian spectrum and chirp analysis," Maximum Entropy and Bayesian Spectral Analisis and Estimation Problems, 1987.
3. M.Datcu, K.Seidei, and M.Walessa, "Spatial information retrieval from remote sensing images - Part I: Information theoretical perspective," IEEE Trans. Geosci. and R.S., voL. 36, no. 5, pp. 1431-1445, 1998.
4. M.Datcu and M.Walessa, "Model-based despeckltng and information extraction from SAR images," IEEE Trans. Geosci. and R.S., vol. 38, no. 5, pp. 2258-2269, 2000.
5. M.Schröeder-Brzosniowsky, Stochastic Modeling of Image Content in Remote Sensing Image Archives, Ph.D. thesis, ETH Zurich Switzerland, 1999.
6. K.Ikeuchi, M.D.Wheeler, T.Yamazaki, and T.Shakunaga, "Model-based SAR ATR system," 1996.
7. F.Tupin, H.Maitre, J.-F.Mangin, J.M.Nicolas, and E.Pechersky, "Detection of linear features in SAR images: Application to road network extraction," IEEE Trans. Geosci. and RS., vol. 36, no. 2, pp. 434-453, 1998.
8. R.Stoica, X.Descombes, and J.Zerubia, "Road extraction in remote sensed images using a stochastic geometry framework," Proc. Max. Ent. 2000, Gig-Sur Yvette, France, July 8-13 2000, 2000.
9. R.Bolter, "Reconstruction of man-made objects from high resolution SAR images," 2000.
10. R.Bolter and F.Leberl, "Phenomenology-based and interferometry-guided building reconstruction from multiple SAR images," 2000.
11. P.Gamba and B.Houshmand, "Three dimensional urban characterization by IFSAR measurements," IGARSS 99, pp. 2401-2403, 1999.
12. S.Heuel and R.Nevatia, "Including interaction in an automated modelling system," 1995.
13. S.Nomoha J.Li, R.Nevatia, "User assisted modeling of buildings from aerial images," 1999.
14. A.Huertas, Z.Kim, and R.Nevatia, "Use of IFSAR with intensity images for automatic building modeling," 1999.
15. G.R.Burkhart, Z.Begen, and R.Carande, "Elevation correction and building extraction from interferometric SAR imagery," IGARSS 96, pp. 659-660, 1996.
16. M.Schröder, H.Rehrauer, K.Seidel, and M.Datcu, "Interactive learning and probabilistic retrieval in remote sensing image archives," IEEE Trans. on Geoscience and Remote Sensing, vol. 38, pp. 2288-2298, 2000.
17. M.Datcu and K.Seidel, "Bayesian methods: applications in information aggregation and data mining," International Archives of Photogrammetry and Remote Sensing, Part 7-4-3 W6, vol. 32, pp. 68-73, 1999.