Title :
SAR interferometry: a Markovian approach to phase unwrapping with a discontinuity model
Author :
Labrousse, David ; Dupont, Stéphane ; Berthod, Marc
Author_Institution :
Inst. Nat. de Recherche en Inf. et Autom., Sophia-Antipolis, France
Abstract :
Proposes a new global method for phase unwrapping by formulating the problem as a consistent labeling problem with a cost function based on the membrane model. To take the existence of discontinuities in the interferogram into account, the authors propose to use the φ-function theory by replacing the quadratic form of the membrane model by a non-convex form which allows two neighbouring points to have a phase difference greater than 2π. They solve this optimization problem by first a deterministic algorithm and then a simulated annealing process
Keywords :
geophysical signal processing; geophysical techniques; radar applications; radar imaging; remote sensing by radar; spaceborne radar; synthetic aperture radar; φ-function theory; Markovian approach; SAR interferometry; consistent labeling problem; cost function; deterministic algorithm; discontinuity model; geophysical measurement technique; global method; interferogram discontinuities; land surface; membrane model; nonconvex form; optimization problem; phase difference; phase unwrapping; radar imaging; radar remote sensing; simulated annealing; terrrain mapping; Biomembranes; Computational modeling; Facsimile; Image edge detection; Interferometry; Labeling; Simulated annealing; Spaceborne radar; Synthetic aperture radar; Telephony;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 1995. IGARSS '95. 'Quantitative Remote Sensing for Science and Applications', International
Conference_Location :
Firenze
Print_ISBN :
0-7803-2567-2
DOI :
10.1109/IGARSS.1995.520453