Multi-frequency phase unwrapping from noisy data: Adaptive local maximum likelihood approach

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5575 LNCS, Issue , 2009, Pages 310-320

  Bioucas Dias, José ^a   Katkovnik, Vladimir ^b   Astola, Jaakko ^b   Egiazarian, Karen ^b  

^a INSTITUTO SUPERIOR TÉCNICO   (Portugal)

^b TAMPERE UNIVERSITY OF TECHNOLOGY   (Finland)

Author keywords

Adaptive filtering; Diversity; Interferometric imaging; Local maximum likelihood; Phase unwrapping

Indexed keywords

ABSOLUTE PHASE; DIVERSITY; FILTERING ALGORITHM; INTERFEROMETRIC IMAGING; LOCAL MAXIMUM-LIKELIHOOD; MULTI FREQUENCY; MULTIFREQUENCY DATA; NEW APPROACHES; NOISY DATA; NONLINEAR FILTER; NONPARAMETRIC REGRESSION TECHNIQUES; OTHER ALGORITHMS; PERIODIC SOLUTION; PHASE UNWRAPPING; STATE-OF-THE-ART PERFORMANCE;

ADAPTIVE FILTERING; ADAPTIVE FILTERS; APPROXIMATION ALGORITHMS; FILTRATION; FREQUENCY ESTIMATION; IMAGE ANALYSIS; INTERFEROMETRY; POLYNOMIAL APPROXIMATION; SIGNAL NOISE MEASUREMENT;

MAXIMUM LIKELIHOOD ESTIMATION;

EID: 70350676240     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-02230-2_32     Document Type: Conference Paper

References (20)

1. Bioucas-Dias, J., Valadão, G.: Phase unwrapping via graph cuts. IEEE Trans. Image Processing 16(3), 684-697 (2007)
2. Graham, L.: Synthetic interferometer radar for topographic mapping. Proceeding of the IEEE 62(2), 763-768 (1974)
3. Ghiglia, D., Pritt, M.: Two-Dimensional Phase Unwrapping. In: Theory, Algorithms, and Software. John Wiley & Sons, New York (1998)
4. Zebker, H., Goldstein, R.: Topographic mapping from interferometric synthetic aperture radar. Journal of Geophysics Research 91(B5), 4993-4999 (1986)
5. Patil, A., Rastogi, P.: Moving ahead with phase. Optics and Lasers in Engineering 45, 253-257 (2007)
6. Goldstein, R., Zebker, H., Werner, C.: Satellite radar interferometry: Twodimensional phase unwrapping. In: Symposium on the Ionospheric Effects on Communication and Related Systems. Radio Science, vol. 23, pp. 713-720 (1988)
7. Bioucas-Dias, J., Leitao, J.: The Z π M algorithm: a method for interferometric image reconstruction in SAR/SAS. IEEE Trans. Image Processing 11(4), 408-422 (2002)
8. Yun, H.Y., Hong, C.K., Chang, S.W.: Least-square phase estimation with multiple parameters in phase-shifting electronic speckle pattern interferometry. J. Opt. Soc. Am. A 20, 240-247 (2003)
9. Kemao, Q.: Two-dimensional windowed Fourier transform for fringe pattern analysis: principles, applications and implementations. Opt. Lasers Eng. 45, 304-317 (2007)
10. Katkovnik, V., Astola, J., Egiazarian, K.: Phase local approximation (PhaseLa) technique for phase unwrap from noisy data. IEEE Trans. on Image Processing 46(6), 833-846 (2008)
11. Katkovnik, V., Egiazarian, K., Astola, J.: Local Approximation Techniques in Signal and Image Processing. SPIE Press, Bellingham (2006)
12. Servin, M., Marroquin, J.L., Malacara, D., Cuevas, F.J.: Phase unwrapping with a regularized phase-tracking system. Applied Optics 37(10), 1917-1923 (1998)
13. Pascazio, V., Schirinzi, G.: Multifrequency InSAR height reconstruction through maximum likelihood estimation of local planes parameters. IEEE Transactions on Image Processing 11(12), 1478-1489 (2002)
14. Servin, M., Cuevas, F.J., Malacara, D., Marroguin, J.L., Rodriguez-Vera, R.: Phase unwrapping through demodulation by use of the regularized phase-tracking technique. Appl. Opt. 38, 1934-1941 (1999)
15. Servin, M., Kujawinska, M.: Modern fringe pattern analysis in interferometry. In: Malacara, D., Thompson, B.J. (eds.) Handbook of Optical Engineering, ch. 12, pp. 373-426, Dekker (2001)
16. Born, M., Wolf, E.: Principles of Optics, 7th edn. Cambridge University Press, Cambridge (2002)
17. Xia, X.-G., Wang, G.: Phase unwrapping and a robust chinese remainder theorem. IEEE Signal Processing Letters 14(4), 247-250 (2007)
18. McClellan, J.H., Rader, C.M.: Number Theory in Digital Signal Processing. Prentice-Hall, Englewood Cliffs (1979)
19. Goldreich, O., Ron, D., Sudan, M.: Chinese remaindering with errors. IEEE Trans. Inf. Theory 46(7), 1330-1338 (2000)
20. Bioucas-Dias, J., Katkovnik, V., Astola, J., Egiazarian, K.: Absolute phase estimation: adaptive local denoising and global unwrapping. Applied Optics 47(29), 5358-5369 (2008)