An advanced technique for building detection in VHR SAR images

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 7477, Issue , 2009, Pages

  Ferro, Adamo ^a   Brunner, Dominik ^a   Bruzzone, Lorenzo ^a  

^a UNIVERSITY OF TRENTO   (Italy)

Author keywords

Building detection and reconstruction; Feature extraction; Production system; Remote sensing; Synthetic Aperture Radar (SAR); Very high geometrical resolution images

Indexed keywords

APPLICATION SCENARIO; AUTOMATIC BUILDING DETECTION; AUTOMATIC METHOD; BUILDING DETECTION; BUILDING DETECTION AND RECONSTRUCTION; DAMAGE ASSESSMENTS; DEGREE OF MEMBERSHIP; FALSE ALARMS; NATURAL DISASTERS; NEIGHBORHOOD SYSTEMS; NOVEL METHODS; PRODUCTION SYSTEM; SAR DATA; SAR IMAGERY; SAR IMAGES; SPACE-BORNE; TERRASAR-X; URBAN AREAS; VERY HIGH GEOMETRICAL RESOLUTION IMAGES; VERY HIGH RESOLUTION;

BUILDINGS; DAMAGE DETECTION; DISASTERS; FEATURE EXTRACTION; FUNCTIONAL ASSESSMENT; IMAGE CLASSIFICATION; IMAGE RECONSTRUCTION; IMAGING SYSTEMS; PHOTOACOUSTIC EFFECT; PRODUCTION ENGINEERING; RADAR; RADAR ANTENNAS; RECONSTRUCTION (STRUCTURAL); REMOTE SENSING; REPAIR; SEMANTICS; SIGNAL DETECTION; SIGNAL PROCESSING; SYNTHETIC APERTURE RADAR;

SYNTHETIC APERTURES;

EID: 70350442329     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.830719     Document Type: Conference Paper

References (20)

1. Thiele, A., Cadario, E., Schulz, K., Thoennessen, U., and Soergel, U., "Building recognition from multiaspect high-resolution InSAR data in urban areas, " IEEE Trans. Geosci. Remote Sensing 45, 3583-3593 (November 2007). (Pubitemid 350027669)
2. Xu, F. and Jin, Y.-Q., "Automatic reconstruction of building objects from multiaspect meter-resolution SAR images, " IEEE Trans. Geosci. Remote Sensing 45, 2336-2353 (July 2007). (Pubitemid 47000300)
3. Wang, Y., Tupin, F., Han, C., and Nicolas, J.-M., "Building detection from high resolution PolSAR data by combining region and edge information, " in [IEEE International Geoscience and Remote Sensing Symposium (IGARSS)], 4, IV-153-IV-156 (2008).
4. Hill, R., Moate, C., and Blacknell, D., "Estimating building dimensions from synthetic aperture radar image sequences, " IET Radar Sonar Navig. 2, 189-199 (June 2008).
5. Soergel, U., Thoennessen, U., and Stilla, U., "Reconstruction of buildings from interferometric SAR data of built-up areas, " in [ISPRS Conference "Photogrammetric image analysis"], 59-64 (September 2003).
6. Tison, C., Florence, and Tupin, "Retrieval of building shapes from shadows in high resolution SAR interferometric images, " in [IEEE International Geoscience and Remote Sensing Symposium (IGARSS)], 3, 1788-1791 (2004).
7. Cellier, F., Oriot, H., and Nicolas, J.-M., "Hypothesis management for building reconstruction from high resolution InSAR imagery, " in [IEEE International Geoscience and Remote Sensing Symposium (IGARSS)], 3639-3642 (2006).
8. Quartulli, M. and Datcu, M., "Stochastic geometrical modeling for built-up area understanding from a single SAR intensity image with meter resolution, " IEEE Trans. Geosci. Remote Sensing 42, 1996-2003 (September 2004).
9. Michaelsen, E., Soergel, U., and Thoennessen, U., "Perceptual grouping for automatic detection of manmade structures in high-resolution SAR data, " Pattern Recog. Lett. 27(4), 218-225 (2006).
10. Forgy, C. L., "Rete: A fast algorithm for the many pattern/many object pattern match problem, " Artif. Intell. 19, 17-37 (September 1982).
11. Thiele, A., Cadario, E., Schulz, K., and Thoennessen, U., "Feature extraction of gable-roofed buildings from multi-aspect high-resolution InSAR data, " in [IEEE International Geoscience and Remote Sensing Symposium (IGARSS)], 262-265 (2007).
12. Franceschetti, G., Iodice, A., and Riccio, D., "A canonical problem in electromagnetic backscattering from buildings, " IEEE Trans. Geosci. Remote Sensing 40, 1787-1801 (August 2002).
13. Brunner, D., Bruzzone, L., Ferro, A., and Lemoine, G., "Analysis of the reliability of the double bounce scattering mechanism for detecting buildings in VHR SAR images, " in [IEEE Radar Conference (RadarCon09)], (2009).
14. Lopes, A., Nezry, E., Touzi, R., and Laur, H., "Structure detection and statistical adaptive speckle filtering in SAR images, " Int. J. Remote Sens. 14, 1735-1758 (March 1993).
15. Steger, C., "An unbiased detector of curvilinear structures, " IEEE Trans. Pattern Anal. Machine Intell. 20, 113-125 (February 1998).
16. Tupin, F., Maître, H., Mangin, J.-F., Nicolas, J.-M., and Pechersky, E., "Detection of linear features in SAR images: application to road network extraction, " IEEE Trans. Geosci. Remote Sensing 36, 434-453 (March 1998).
17. Cellier, F., Oriot, H., and Nicolas, J.-M., "Introduction of the mean shift algorithm in SAR imagery: Application to shadow extraction for building reconstruction, " in [EARSeL Workshop 3D-Remote Sensing], (2005).
18. http://www.bing.com/maps/.
19. Bielski, C., Lemoine, G., and Syryczynski, J., "Accessible high performance computing solutions for near real-time image processing for time critical applications, " in [SPIE Conference on Image and Signal Processing for Remote Sensing XIV], (2009).
20. Inglada, J. and Christophe, E., "The Orfeo Toolbox remote sensing image processing software, " in [IEEE International Geoscience and Remote Sensing Symposium (IGARSS)], (2009).