DocumentCode :
2319480
Title :
Fast InSAR multichannel phase unwrapping for DEM generation
Author :
Ferraioli, Giampaolo ; Shabou, Aymen ; Tupin, Florence ; Pascazio, Vito
Author_Institution :
Dept. TSI, Telecom ParisTech, Paris
fYear :
2009
fDate :
20-22 May 2009
Firstpage :
1
Lastpage :
6
Abstract :
In this paper, a method to solve the multichannel phase unwrapping problem is presented. MAP approach together with Markov Random Fields have proved to be effective, allowing to restore the uniqueness of the solution without introducing external constraints to regularize the problem. The idea is to develop a fast algorithm to unwrap the interferometric phase in the multichannel configuration, which is, in the main time, able to provide the global optimum solution. To reach this target, an a priori model based on Total Variation is used together with optimization algorithm based on graph-cut technique. The proposed approach has been tested both on simulated and real data. The obtained results show the effectiveness of our approach.
Keywords :
digital elevation models; geophysical techniques; geophysics computing; image processing; radar interferometry; synthetic aperture radar; DEM generation; InSAR multichannel phase unwrapping problem; MAP approach; Markov Random Fields; Maximum a Posteriori approach; TV model; Total Variation model; graph-cut technique; optimization algorithm; real data; simulated data; Digital elevation models; Earth; Markov random fields; Phase measurement; Robustness; Surface reconstruction; Synthetic aperture radar interferometry; TV; Telecommunications; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Urban Remote Sensing Event, 2009 Joint
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-3460-2
Electronic_ISBN :
978-1-4244-3461-9
Type :
conf
DOI :
10.1109/URS.2009.5137533
Filename :
5137533
Link To Document :
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