DocumentCode
1261273
Title
Inverse Profiling via an Effective Linearized Scattering Model and MRF Regularization
Author
Autieri, Roberta ; D´Urso, Michele ; Isernia, Tommaso ; Pascazio, Vito
Author_Institution
Dipt. per le Tecnol., Univ. degli Studi di Napoli Parthenope, Naples, Italy
Volume
8
Issue
6
fYear
2011
Firstpage
1021
Lastpage
1025
Abstract
The aim of this letter is to show how a joint adoption of a suitable regularization scheme and a proper rewriting of the traditional electromagnetic scattering equation allows introducing an interesting linear inversion tool which allows achieving nice reconstructions in many cases of practical interest. In particular, an innovative inversion approach which takes definite advantage from the joint use of the Contrast Source-Extended Born model and a Markov-random-field-based regularization scheme is proposed. Numerical examples, confirming accuracy usefulness, are reported and discussed.
Keywords
Markov processes; electromagnetic wave scattering; microwave imaging; microwave propagation; random processes; MRF regularization; Markov random field based regularization; contrast source-extended Born model; effective linearized scattering model; electromagnetic scattering equation; inverse profiling; linear inversion tool; Computational modeling; Estimation; Image reconstruction; Markov processes; Mathematical model; Permittivity; Scattering; Contrast Source-Extended Born (CS-EB); Markov random fields (MRFs); inverse scattering; linear inversion;
fLanguage
English
Journal_Title
Geoscience and Remote Sensing Letters, IEEE
Publisher
ieee
ISSN
1545-598X
Type
jour
DOI
10.1109/LGRS.2011.2147757
Filename
5934693
Link To Document