Auer, Stefan and Gisinger, Christoph and Tao, Junyi (2015) Characterization of Facade Regularities in High-Resolution SAR Images. IEEE Transactions on Geoscience and Remote Sensing, 53 (5), pp. 2727-2737. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/TGRS.2014.2364076. ISSN 0196-2892.
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Abstract
The grammar of facade structures is often related to regularly distributed signature patterns in high-resolution synthetic aperture radar (SAR) images. Given those patterns in the imagery, they should be used as a source of information for identifying changes related to the facade. This paper presents a method for characterizing the layover area pertinent to regularly arranged facade structures, formulated on a general basis for single azimuth/range SAR images and geocoded SAR images. The analysis follows assumptions on the intensity distribution, the linear arrangement, and the regularity of point-like signatures. Two case studies on facades are presented, which confirm the applicability of the method for different building types. Based on that, the potentials and limitations of the algorithm are discussed with respect to applications such as change detection and persistent scatterer interferometry.
| Item URL in elib: | https://elib.dlr.de/91893/ | ||||||||||||||||
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| Document Type: | Article | ||||||||||||||||
| Title: | Characterization of Facade Regularities in High-Resolution SAR Images | ||||||||||||||||
| Authors: |
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| Date: | May 2015 | ||||||||||||||||
| Journal or Publication Title: | IEEE Transactions on Geoscience and Remote Sensing | ||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||
| Open Access: | Yes | ||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||
| In ISI Web of Science: | Yes | ||||||||||||||||
| Volume: | 53 | ||||||||||||||||
| DOI: | 10.1109/TGRS.2014.2364076 | ||||||||||||||||
| Page Range: | pp. 2727-2737 | ||||||||||||||||
| Editors: |
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| Publisher: | IEEE - Institute of Electrical and Electronics Engineers | ||||||||||||||||
| ISSN: | 0196-2892 | ||||||||||||||||
| Status: | Published | ||||||||||||||||
| Keywords: | Grouping, high-resolution synthetic aperture radar (SAR), pattern recognition, simulation, spectral analysis, TerraSAR-X, urban | ||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||
| HGF - Program: | Space | ||||||||||||||||
| HGF - Program Themes: | Earth Observation | ||||||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||||||
| DLR - Program: | R EO - Earth Observation | ||||||||||||||||
| DLR - Research theme (Project): | R - Vorhaben hochauflösende Fernerkundungsverfahren (old) | ||||||||||||||||
| Location: | Oberpfaffenhofen | ||||||||||||||||
| Institutes and Institutions: | Remote Sensing Technology Institute > Photogrammetry and Image Analysis | ||||||||||||||||
| Deposited By: | INVALID USER | ||||||||||||||||
| Deposited On: | 01 Dec 2014 18:17 | ||||||||||||||||
| Last Modified: | 28 Mar 2023 23:42 |
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