DocumentCode
3076049
Title
A robust phase unwrapping method for 3D borehole radar interferometric imaging
Author
Qiang Hou ; He Ping Pan ; Wen Hao Wu ; Tao Li
Author_Institution
Inst. of Geophys. & Geometrics, China Univ. of Geosci.(CUG), Wuhan, China
fYear
2013
fDate
2-5 July 2013
Firstpage
1
Lastpage
4
Abstract
We proposed a robust algorithm for the phase unwrapping of interferometric SAR data for borehole application using Bayesian Markov Random Field (MRF) models. Our contribution to the existing algorithm consists on the exploitation of the Borehole InSAR coherence map in order to generate a more adaptive mask for each decomposition level. Moreover, we presented a general probabilistic framework to phase unwrapping problem. Bayesian estimator was applied to recover the desired phase, as the optimal field solution of the maximum a posteriori (MAP) estimation criterion. An iterative method that minimizes a general energy function is proposed.
Keywords
Bayes methods; Markov processes; drilling (geotechnical); geophysical image processing; radar interferometry; remote sensing by radar; synthetic aperture radar; 3D borehole radar interferometric imaging; Bayesian Markov Random Field model; Bayesian estimator; MRF model; borehole InSAR coherence map; interferometric SAR; maximum a posteriori estimation; robust phase unwrapping method; Bayes methods; Geometry; Ground penetrating radar; Noise measurement; Radar imaging; Synthetic aperture radar; Markov random field(MRF); borehole radar imaging; interferometric SAR; maximum a posterirori(MAP);
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Ground Penetrating Radar (IWAGPR), 2013 7th International Workshop on
Conference_Location
Nantes
Print_ISBN
978-1-4799-0937-7
Type
conf
DOI
10.1109/IWAGPR.2013.6601533
Filename
6601533
Link To Document