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Sica, Francescopaolo und Cozzolino, Davide und Zhu, Xiao Xiang und Verdoliva, Luisa und Poggi, Giovanni (2018) InSAR-BM3D: A Nonlocal Filter for SAR Interferometric Phase Restoration. IEEE Transactions on Geoscience and Remote Sensing, 56 (6), Seiten 3456-3467. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/TGRS.2018.2800087. ISSN 0196-2892.
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Kurzfassung
The block-matching 3-D (BM3D) algorithm, based on the nonlocal approach, is one of the most effective methods to date for additive white Gaussian noise image denoising. Likewise, its extension to synthetic aperture radar (SAR) amplitude images, SAR-BM3D, is a state-of-the-art SAR despeckling algorithm. In this paper, we further extend BM3D to address the restoration of SAR interferometric phase images. While keeping the general structure of BM3D, its processing steps are modified to take into account the peculiarities of the SAR interferometry signal. Experiments on simulated and real-world Tandem-X SAR interferometric pairs prove the effectiveness of the proposed method
| elib-URL des Eintrags: | https://elib.dlr.de/120822/ | ||||||||||||||||||||||||
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| Dokumentart: | Zeitschriftenbeitrag | ||||||||||||||||||||||||
| Titel: | InSAR-BM3D: A Nonlocal Filter for SAR Interferometric Phase Restoration | ||||||||||||||||||||||||
| Autoren: |
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| Datum: | Juni 2018 | ||||||||||||||||||||||||
| Erschienen in: | IEEE Transactions on Geoscience and Remote Sensing | ||||||||||||||||||||||||
| Referierte Publikation: | Ja | ||||||||||||||||||||||||
| Open Access: | Ja | ||||||||||||||||||||||||
| Gold Open Access: | Nein | ||||||||||||||||||||||||
| In SCOPUS: | Ja | ||||||||||||||||||||||||
| In ISI Web of Science: | Ja | ||||||||||||||||||||||||
| Band: | 56 | ||||||||||||||||||||||||
| DOI: | 10.1109/TGRS.2018.2800087 | ||||||||||||||||||||||||
| Seitenbereich: | Seiten 3456-3467 | ||||||||||||||||||||||||
| Verlag: | IEEE - Institute of Electrical and Electronics Engineers | ||||||||||||||||||||||||
| Name der Reihe: | IEEE Transaction | ||||||||||||||||||||||||
| ISSN: | 0196-2892 | ||||||||||||||||||||||||
| Status: | veröffentlicht | ||||||||||||||||||||||||
| Stichwörter: | Nonlocal filtering, synthetic aperture Radar (SAR), SAR interferometry (InSAR) | ||||||||||||||||||||||||
| HGF - Forschungsbereich: | Luftfahrt, Raumfahrt und Verkehr | ||||||||||||||||||||||||
| HGF - Programm: | Raumfahrt | ||||||||||||||||||||||||
| HGF - Programmthema: | Erdbeobachtung | ||||||||||||||||||||||||
| DLR - Schwerpunkt: | Raumfahrt | ||||||||||||||||||||||||
| DLR - Forschungsgebiet: | R EO - Erdbeobachtung | ||||||||||||||||||||||||
| DLR - Teilgebiet (Projekt, Vorhaben): | R - SAR-Methoden | ||||||||||||||||||||||||
| Standort: | Oberpfaffenhofen | ||||||||||||||||||||||||
| Institute & Einrichtungen: | Institut für Hochfrequenztechnik und Radarsysteme > Satelliten-SAR-Systeme Institut für Methodik der Fernerkundung > EO Data Science | ||||||||||||||||||||||||
| Hinterlegt von: | Sica, Dr. Francescopaolo | ||||||||||||||||||||||||
| Hinterlegt am: | 09 Jul 2018 09:14 | ||||||||||||||||||||||||
| Letzte Änderung: | 31 Jul 2019 20:18 |
Verfügbare Versionen dieses Eintrags
- InSAR-BM3D: A Nonlocal Filter for SAR Interferometric Phase Restoration. (deposited 09 Jul 2018 09:14) [Gegenwärtig angezeigt]
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