Urban digital elevation model reconstruction using very high resolution multichannel InSAR data

IEEE Transactions on Geoscience and Remote Sensing

Volumn 50, Issue 11 PART2, 2012, Pages 4748-4758

  Shabou, Aymen ^a   Baselice, Fabio ^b   Ferraioli, Giampaolo ^b  

^a DIF   (France)

^b UNIVERSITY OF NAPLES PARTHENOPE   (Italy)

Author keywords

Atmospheric artifact correction; graph cut theory; Markov random fields (MRFs); multichannel synthetic aperture radar (SAR) interferometry; phase amplitude joint analysis

Indexed keywords

ALGORITHMS; DIGITAL INSTRUMENTS; GEOMORPHOLOGY; GRAPHIC METHODS; MARKOV PROCESSES; SURVEYING; SYNTHETIC APERTURE RADAR;

ATMOSPHERIC ARTIFACTS; GRAPH-CUT; JOINT ANALYSIS; MARKOV RANDOM FIELD; SYNTHETIC APERTURE RADAR INTERFEROMETRY;

GEODETIC SATELLITES;

ALGORITHM; DIGITAL ELEVATION MODEL; GRAPHICAL METHOD; MARKOV CHAIN; OPTIMIZATION; RECONSTRUCTION; SYNTHETIC APERTURE RADAR; THREE-DIMENSIONAL MODELING; URBAN AREA;

EID: 84869487807     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2012.2191155     Document Type: Article

References (43)

1. R. Bamler and P. Hartl, "Synthetic aperture radar interferometry," Inv. Prob., vol. 14, no. 4, pp. R1-R54, Aug. 1998. (Pubitemid 128557042)
2. E. Trouvé, M. Caramma, and H. Maitre, "Fringe detection in noisy complex interferograms," Appl. Opt., vol. 35, no. 20, pp. 3799-3806, Jul. 1996. (Pubitemid 126625850)
3. E. Trouve, J.-M. Nicolas, and H. Maitre, "Improving phase unwrapping techniques by the use of local frequency estimates," IEEE Trans. Geosci. Remote Sens., vol. 36, no. 6, pp. 1963-1972, Nov. 1998. (Pubitemid 128748595)
4. R. M. Goldstein and C. L. Werner, "Radar interferogram filtering for geophysical applications," Geophys. Res. Lett., vol. 25, no. 21, pp. 4035-4038, 1998. (Pubitemid 29094500)
5. G. Ferraiuolo and G. Poggi, "A Bayesian filtering technique for SAR interferometric phase fields," IEEE Trans. Image Process., vol. 13, no. 10, pp. 1368-1378, Oct. 2004.
6. R. M. Goldstein, H. A. Zebker, and C. L. Werner, "Satellite radar interferometry: Two-dimensional phase unwrapping," Radio Sci., vol. 23, pp. 713-720, Jul./Aug. 1988.
7. S. Madsen, H. A. Zebker, and J. Martin, "Topographic mapping using radar interferometry: Processing techniques," IEEE Trans. Geosci. Remote Sens., vol. 31, no. 1, pp. 246-256, Jan. 1993.
8. T. Flynn, "Two-dimensional phase unwrapping with minimum weighted discontinuity," J. Opt. Soc. Amer., vol. 14, no. 10, pp. 2692-2701, Oct. 1997. (Pubitemid 127576884)
9. M. Costantini, "A novel phase unwrapping method based on network programming," IEEE Trans. Geosci. Remote Sens., vol. 36, no. 3, pp. 813-821, May 1998.
10. J. M. Bioucas-Dias and G. Valadao, "Phase unwrapping via graph cuts," IEEE Trans. Image Process., vol. 16, no. 3, pp. 698-709, Mar. 2007. (Pubitemid 46431968)
11. F. Li and R. Goldstein, "Studies of multibaseline spaceborne interferometric synthetic aperture radars," IEEE Trans. Geosci. Remote Sens., vol. 28, no. 1, pp. 88-97, Jan. 1990. (Pubitemid 20665447)
12. F. Lombardini, "Optimum absolute phase retrieval in three-element SAR interferometry," Electron. Lett., vol. 34, no. 15, pp. 1522-1524, Jul. 1998. (Pubitemid 128610579)
13. A. Ferretti, C. Prati, and F. Rocca, "Multibaseline InSAR dem reconstruction: The wavelet approach," Il Nuovo Cimento, vol. 24, pp. 159-176, 2001.
14. M. Eineder and N. Adam, "Amaximum-likelihood estimator to simultaneously unwrap, geocode, fuse SAR interferograms from different viewing geometries into one digital elevation model," Appl. Numer. Math., vol. 43, no. 4, pp. 359-373, 2002.
15. G. Fornaro, A. Monti Guarnieri, A. Pauciullo, and F. De-Zan, "Maximum likelihood multi-baseline SAR interferometry," Proc. Inst. Elect. Eng.-Radar, Sonar Navig., vol. 153, no. 3, pp. 279-288, Jun. 2006. (Pubitemid 43952659)
16. G. Ferraiuolo, V. Pascazio, and G. Schirinzi, "Maximum a posteriori estimation of height profiles in InSAR imaging," IEEE Geosci. Remote Sens. Lett., vol. 1, no. 2, pp. 66-70, Apr. 2004.
17. K. Itoh, "Analysis of the phase unwrapping problem," Appl. Opt., vol. 21, no. 14, p. 2470, Jul. 1982.
18. G. Ferraioli, A. Shabou, F. Tupin, and V. Pascazio, "Multichannel phase unwrapping with graph-cuts," IEEE Geosci. Remote Sens. Lett., vol. 6, no. 3, pp. 562-566, Jul. 2009.
19. C. Prati, F. Rocca, A. Guarnieri, and E. Damonti, "Seismic migration for SAR focusing: Interferometrical applications," IEEE Trans. Geosci. Remote Sens., vol. 28, no. 4, pp. 627-640, Jul. 1990. (Pubitemid 20737872)
20. G. Vasile, E. Trouve, J.-S. Lee, and V. Buzuloiu, "Intensity-driven adaptive-neighborhood technique for polarimetric and interferometric SAR parameters estimation," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 6, pp. 1609-1621, Jun. 2006.
21. L. Denis, L. Tupin, J. Darbon, and M. Sigelle, "Joint regularization of phase and amplitude of InSAR data: Application to 3D reconstruction," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 11, pp. 3774-3785, Nov. 2009.
22. A. Shabou, G. Ferraioli, F. Tupin, and V. Pascazio, "Three dimensional reconstruction of urban areas using jointly phase and amplitude multichannel images," in Proc. IEEE Int. Conf. Geosci. Remote Sens. Symp., 2010, pp. 4831-4834.
23. S. Z. Li, Markov Random Field Modeling in Image Analysis. NewYork: Springer-Verlag, 2009.
24. F. Meglio, V. Pascazio, and G. Schirinzi, "Joint statistical distribution of multi-baseline SAR interferograms," in Proc. IEEE Int. Conf. Geosci. Remote Sens. Symp., 2006, pp. 2549-2552. (Pubitemid 47516082)
25. L. I. Rudin, S. Osher, and E. Fatemi, "Nonlinear total variation based noise removal algorithms," Phys. D, vol. 60, no. 1-4, pp. 259-268, Nov. 1992.
26. L. Denis, F. Tupin, J. Darbon, and M. Sigelle, "Joint filtering of SAR interferometric phase and amplitude data in urban areas by TV minimization," in Proc. IEEE Geosci. Remote Sens. Symp., 2008, pp. V-471-V-474.
27. S. Geman and D. Geman, "Stochastic relaxation, Gibbs distributions, the Bayesian restoration of images," IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-6, no. 6, pp. 721-741, Nov. 1984. (Pubitemid 15453722)
28. Y. Boykov, O. Veksler, and R. Zabih, "Fast approximate energy minimization via graph cuts," IEEE Trans. Pattern Anal. Mach. Intell., vol. 23, no. 11, pp. 1222-1239, Nov. 2001. (Pubitemid 33137959)
29. H. Ishikawa, "Exact optimization for Markov random fields with convex priors," IEEE Trans. Pattern Anal.Mach. Intell., vol. 25, no. 10, pp. 1333-1336, Oct. 2003.
30. J. Darbon, "Global optimization for first order Markov random fields with submodular priors," Discrete Appl. Math., vol. 157, no. 16, pp. 3412-3423, Aug. 2009.
31. A. Shabou, J. Darbon, and F. Tupin, "A Markovian approach for InSAR phase reconstruction with mixed discrete and continuous optimization," IEEE Geosci. Remote Sens. Lett., vol. 8, no. 3, pp. 527-531, May 2011.
32. J. W. Goodman, Statistical Optics. New York: Wiley, 1985.
33. R. Ahuja, T. Magnanti, and J. Orlin, Network Flows: Theory, Algorithms and Applications. Englewood Cliffs, NJ: Prentice-Hall, 1993.
34. L. Denis, L. Tupin, J. Darbon, and M. Sigelle, "SAR image regularization with fast approximate discrete minimization," IEEE Trans. Image Process., vol. 18, no. 7, pp. 1588-1600, Jul. 2009.
35. A. Shabou, "Multi-label MRF energyminimization with graph-cut: Applications to interferometric SAR phase reconstruction," Ph.D. dissertation, Telecom ParisTech, Paris, France, 2010.
36. V. Kolmogorov and R. Zabih, "What energy functions can be minimized via graph cuts?" IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 2, pp. 147-159, Feb. 2004.
37. G. Ferraioli, G. Ferraiuolo, and V. Pascazio, "Phase-offset estimation in multichannel SAR interferometry," IEEE Geosci. Remote Sens. Lett., vol. 5, no. 3, pp. 458-462, Jul. 2008.
38. G. Gatti, S. Tebaldini, M. Mariotti d'Alessandro, and F. Rocca, "Algae: A fast algebraic estimation of interferogram phase offsets in space-varying geometries," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 6, pp. 2343-2353, Jun. 2011.
39. A. Shabou and F. Tupin, "A Markovian approach for DEM estimation from InSAR data with atmospheric contributions," IEEE Geosci. Remote Sens. Lett., vol. 9, no. 4, pp. 764-768, Jul. 2012.
40. F. Chaabane, A. Avallone, F. Tupin, P. Briole, and H.Maître, "A multitemporal method for correction of tropospheric effects in differential SAR interferometry: Application to the Gulf of Corinth earthquake," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 6, pp. 1605-1615, Jun. 2007. (Pubitemid 46853275)
41. J. Castellanos, S. Gómez, and V. Guerra, "The triangle method for finding the corner of the L-curve," Appl. Numer. Math., vol. 43, no. 4, pp. 359-373, Dec. 2002. (Pubitemid 35411993)
42. F. Baselice, A. Budillon, G. Ferraioli, and V. Pascazio, "Layover solution in SAR imaging: A statistical approach," IEEE Geosci. Remote Sens. Lett., vol. 6, no. 3, pp. 577-581, Jul. 2009.
43. A. Budillon, A. Evangelista, and G. Schirinzi, "Three-dimensional SAR focusing from multipass signals using compressive sampling," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 1, pp. 488-499, Jan. 2011.