Unwrapping ground displacement signals in satellite radar interferograms with aid of GPS data and MRF regularization

IEEE Transactions on Geoscience and Remote Sensing

Volumn 40, Issue 8, 2002, Pages 1743-1754

  Gudmundsson, Sverrir ^a   Carstensen, Jens Michael ^b   Sigmundsson, Freysteinn ^c  

^a UNIVERSITY OF ICELAND   (Iceland)

^b TECHNICAL UNIVERSITY OF DENMARK   (Denmark)

^c UNIVERSITY OF ICELAND   (Iceland)

Author keywords

Crustal deformation; Global positioning system; Iceland; Interferograms; Remote sensing; Reykjanes Peninsula; Satellite radar interferometry; Unwrapping

Indexed keywords

ALGORITHMS; ANNEALING; GLOBAL POSITIONING SYSTEM; IMAGE ANALYSIS; INTERFEROMETRY; OPTIMIZATION; REMOTE SENSING; SATELLITES; VECTORS;

GROUND DISPLACEMENT SIGNALS; SATELLITE RADAR INTERFEROGRAMS;

SYNTHETIC APERTURE RADAR;

EID: 0036699934     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2002.802516     Document Type: Article

References (19)

1. D. Massonnet and K.L. Feigl, "Radar interferometry and its applications to changes in the earth's surface," Rev. Geophys., vol. 36, pp. 441-500, Nov. 1998.
2. D. Massonnet, H. Vadon, and M. Rossi, "Reduction of the need for phase unwrapping in radar interferometry," IEEE Trans. Geosci. Remote Sensing, vol. 32, pp. 489-497, Mar. 1996.
3. A. Leick, GPS Satellite Surveying. New York: Wiley, 1990.
4. R. Bamler and P. Hartl, "Synthetic aperture radar interferometry," Inverse Problems, vol. 14, pp. R1-R54, 1998.
5. J.M. Carstensen, "Description and simulation of visual texture," Ph.D. dissertation, Inst. Math. Modeling, Technical Univ. Denmark, Lyngby, Denmark, 1992.
6. S.Z. Li, "Markov random field modeling in image analysis," in Computer Science Workbench, T. L. Kumii, Ed. New York: Springer-Verlag, 2001.
7. R. Hanssen, Interferometry: Data Interpretation and Error Analysis. Norwell, MA: Kluwer, 2001.
8. S. Hreinsdóttir, "GPS geodetic measurements on the Reykjanes Peninsula, SW Iceland: Crustal deformation from 1993 to 1998," M.S. thesis, Univ. Iceland, Reykjavik, Iceland, 1999.
9. S. Hreinsdóttir, P. Einarsson, and F. Sigmundsson, "Crustal deformation at the oblique spreading Reykjanes Peninsula, SW-Iceland: GPS measurements from 1993 to 1998," J. Geophys., vol. 106, pp. 13 803-13 816, 2001.
10. H. Vadon and F. Sigmundsson, "Crustal deformation from 1992 to 1995 at the Mid-Atlantic ridge, southwest Iceland, mapped by satellite radar interferometry," Sci., vol. 257, pp. 194-197, Jan. 1997.
11. S. Gudmundsson. (2000) Crustal deformation mapped by combined GPS and InSAR. M.S. thesis, Inst. Math. Modeling, Technical Univ. Denmark, Lyngby, Denmark. [Online] http://www.norvol.hi.is/internal_rep.html.
12. S. Gudmundsson, F. Sigmundsson, and J. M. Carstensen, "Three-dimensional surface motion maps estimated from combined InSAR and GPS data," J. Geophys. Res., 2001.
13. A.G. Journel, "Short course presented at the 28th International Geological Gongress," in Fundamentals of Geostatistics in Five Lessons, Washington, DC, 1989.
14. A.A. Nielsen. (1998) Geostatistik og analyse af spatielle data. Ins. Math. Modeling, Technical Univ. Denmark, Lyngby, Denmark, [Online] http://www.imm.dtu.dk/~aa/note67153.pdf.
15. S.M. Ross, Introduction to Probability and Statistic for Engineers and Scientists. Berkeley, CA: Univ. California Press, 1987, pp. 20-20.
16. J. Besag, "Spatial interaction and the statistical analysis of lattice systems," J. R. Stat. Soc., vol. 36, pp. 192-236, 1974.
17. S. Geman and D. Geman, "Stochastic relaxation, Gibbs distributions and the bayesian restoration of images," IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-6, pp. 721-741, 1984.
18. R.C. Conzales and R.E. Woods, Digital Image Processing. Reading, MA: Addison-Wesley, 1993.
19. J.M. Carstensen, Digital Image Processing, 3rd ed, J.M. Carstensen, Ed. Lyngby, Denmark: Inst. Math. Modeling, Technical Univ. Denmark, 1998.