Multichannel phase unwrapping with graph cuts

IEEE Geoscience and Remote Sensing Letters

Volumn 6, Issue 3, 2009, Pages 562-566

  Ferraioli, Giampaolo ^a   Shabou, Aymen ^b   Tupin, Florence ^b   Pascazio, Vito ^a  

^a UNIVERSITY OF NAPLES PARTHENOPE   (Italy)

^b INSTITUT TELECOM   (France)

Author keywords

Graph cuts; Markov random field; Multichannel synthetic aperture radar (SAR) interferometry

Indexed keywords

APRIORI; GRAPH CUT; GRAPH CUTS; MARKOV RANDOM FIELD; MARKOVIAN; MULTI-CHANNEL; MULTICHANNEL SYNTHETIC APERTURE RADAR (SAR) INTERFEROMETRY; NOISY DATA; OPTIMIZATION ALGORITHMS; PHASE-UNWRAPPING; PROBLEM-BASED; TOTAL VARIATION;

ALGORITHMS; FILTRATION; HIDDEN MARKOV MODELS; IMAGE CLASSIFICATION; IMAGE SEGMENTATION; IMAGING SYSTEMS; INTERFEROMETERS; PHOTOACOUSTIC EFFECT; RADAR; RADAR ANTENNAS; SYNTHETIC APERTURES;

SYNTHETIC APERTURE RADAR;

EID: 67651180536     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2009.2021165     Document Type: Article

References (18)

1. R. Bamler and P. Hartl, "Synthetic aperture radar interferometry," Inv. Probl., vol. 14, no. 4, pp. R1-R54, Aug. 1998.
2. K. Itoh, "Analysis of the phase unwrapping problem," Appl. Opt., vol. 21, no. 14, p. 2470, 1982.
3. 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.
4. S. Geman and D. Geman, "Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images," IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-6, no. 6, pp. 721-741, Nov. 1984.
5. 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.
6. 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.
7. V. Pascazio and G. Schirinzi, "Multifrequency InSAR height reconstruction through maximum likelihood estimation of local planes parameters," IEEE Trans. Image Process., vol. 11, no. 12, pp. 1478-1489, Dec. 2002.
8. S. Z. Li, Markov Random Field Modeling in Image Analysis. New York: Springer-Verlag, 2001.
9. S. Saquib, C. Bouman, and K. Sauer, "ML parameter estimation for Markov random fields, with applications to Bayesian tomography," IEEE Trans. Image Process., vol. 7, no. 7, pp. 1029-1044, Jul. 1998.
10. 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.
11. L. Denis, F. Tupin, J. Darbon, and M. Sigelle, "Joint filtering of SAR inter-ferometric phase and amplitude data in urban areas by TV minimization," in Proc. IEEE Geosci. Remote Sens. Symp., 2008, pp. 471-474.
12. J. Darbon, "Global optimization for first order Markov random fields with submodular priors," in Proc. IWCIA, 2008, pp. 229-237.
13. 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.
14. R. Ahuja, T. Magnanti, and J. Orlin, Network Flows: Theory, Algorithms and Applications. Englewood Cliffs, NJ: Prentice-Hall, 1993.
15. 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.
16. 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.
17. 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.
18. G. Fornaro, A. Pauciullo, and E. Sansosti, "Phase difference-based multichannel phase unwrapping," IEEE Trans. Image Process., vol. 14, no. 7, pp. 960-972, Jul. 2005.