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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Yang, Y. Pepe, A. Manzo, M. Lanari, R. |
| Copyright Year | 2012 |
| Description | Author affiliation: Istituto per il Rilevamento Elettromagnetico dell'Ambiente, CNR, 328 Diocleziano, I-80124 Napoli, Italy (Pepe, A.; Manzo, M.; Lanari, R.) || National University of Defense Technology, 410073 Changsha China (Yang, Y.) |
| Abstract | We present an efficient algorithm to mitigate noise effects in differential interferograms by exploiting the temporal relationships among a redundant set of small baseline interferograms. The core of the proposed technique is represented by the estimation of the (wrapped) filtered phase values associated to the available SAR acquisitions. This result is achieved by using conventional multi-look interferograms by applying a non-linear maximization procedure that exploits only phase information, and does not require any assumption on the statistics of the complex-valued SAR images involved in the interferogram generation. Subsequently, from the retrieved phase images, a filtered version of the original interferograms can be simply reconstructed and used to generate deformation time series by the conventional Small BAseline Subset (SBAS) approach. The experimental results, achieved by applying the proposed approach to a dataset consisting in 39 SAR data acquired from 2002 to 2010 over the Abruzzi (Central Italy) area confirm the effectiveness of the proposed method. |
| Starting Page | 1872 |
| Ending Page | 1875 |
| File Size | 4727061 |
| Page Count | 4 |
| File Format | |
| ISBN | 9781467311601 |
| ISSN | 21536996 |
| e-ISBN | 9781467311595 |
| e-ISBN | 9781467311588 |
| DOI | 10.1109/IGARSS.2012.6351142 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2012-07-22 |
| Publisher Place | Germany |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Synthetic aperture radar Image reconstruction Interferometry Coherence Remote sensing Noise Time series analysis decorrelation noise Deformation time-series Small BAseline Subset (SBAS) |
| Content Type | Text |
| Resource Type | Article |
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