A novel approach to building change detection in very high resolution SAR images

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 8537, Issue , 2012, Pages

  Bovolo, Francesca ^a   Marin, Carlo ^a   Bruzzone, Lorenzo ^a  

^a UNIVERSITY OF TRENTO   (Italy)

Author keywords

Building damage assessment; Change detection; Damage detection; Image processing; Multitemporal images; Natural disaster; Remote sensing; Synthetic aperture radar; Very high geometrical resolution images

Indexed keywords

BUILDING DAMAGE; CHANGE DETECTION; MULTI-TEMPORAL IMAGE; NATURAL DISASTERS; VERY HIGH GEOMETRICAL RESOLUTION IMAGES;

BACKSCATTERING; BUILDINGS; DAMAGE DETECTION; IMAGE PROCESSING; REMOTE SENSING; SIGNAL DETECTION;

SYNTHETIC APERTURE RADAR;

EID: 84875642669     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.974661     Document Type: Conference Paper

References (14)

1. D. Brunner, G. Lemoine, and L. Bruzzone, "Earthquake damage assessment of buildings using VHR Optical and SAR imagery," Geoscience and Remote Sensing, IEEE Transactions on 48, pp. 2403-2420, may 2010.
2. A. Ferro, D. Brunner, and L. Bruzzone, "Automatic detection and reconstruction of building radar footprints from single VHR SAR images," Geoscience and Remote Sensing, IEEE Transactions on, In press 2012.
3. A. Bennett and D. Blacknell, "Infrastructure analysis from high resolution SAR and InSAR imagery," in Remote Sensing and Data Fusion over Urban Areas, 2003. 2nd GRSS/ISPRS Joint Workshop on, pp. 230-235, may 2003.
4. R. Dekker, "High-resolution radar damage assessment after the earthquake in Haiti on 12 january 2010," Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of 4, pp. 960-970, dec. 2011.
5. F. Dell'Acqua, C. Bignami, M. Chini, G. Lisini, D. Polli, and S. Stramondo, "Earthquake damages rapid mapping by satellite remote sensing data: L'Aquila april 6th, 2009 event," Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of 4, pp. 935-943, dec. 2011.
6. D. Brunner, G. Lemoine, L. Bruzzone, and H. Greidanus, "Building height retrieval from VHR SAR imagery based on an iterative simulation and matching technique," Geoscience and Remote Sensing, IEEE Transactions on 48, pp. 1487-1504, march 2010.
7. A. Thiele, J. Wegner, and U. Soergel, "Building reconstruction from multi-aspect InSAR data," in Radar Remote Sensing of Urban Areas, U. Soergel, ed., Remote Sensing and Digital Image Processing 15, pp. 187-214, Springer Netherlands, 2010.
8. G. Franceschetti, A. Iodice, and D. Riccio, "A canonical problem in electromagnetic backscattering from buildings," Geoscience and Remote Sensing, IEEE Transactions on 40, pp. 1787-1801, aug 2002.
9. Y. Dong, B. Forster, and C. Ticehurst, "Radar backscatter analysis for urban environments," International Journal of Remote Sensing 18(6), pp. 1351-1364, 1997.
10. A. Ferro, D. Brunner, L. Bruzzone, and G. Lemoine, "On the relationship between double bounce and the orientation of buildings in VHR SAR images," Geoscience and Remote Sensing Letters, IEEE 8, pp. 612-616, july 2011.
11. F. Bovolo and L. Bruzzone, "A detail-preserving scale-driven approach to change detection in multitemporal SAR images," Geoscience and Remote Sensing, IEEE Transactions on 43, pp. 2963-2972, dec. 2005.
12. Y. Bazi, L. Bruzzone, and F. Melgani, "An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images," Geoscience and Remote Sensing, IEEE Transactions on 43, pp. 874-887, april 2005.
13. F. Bovolo and L. Bruzzone, "A split-based approach to unsupervised change detection in large-size multitemporal images: Application to tsunami-damage assessment," Geoscience and Remote Sensing, IEEE Transactions on 45, pp. 1658-1670, june 2007.
14. USGS, "Magnitude 6.3 - Central Italy." http://earthquake.usgs. gov/earthquakes/eqinthenews/2009/us20091af/#details, Apr. 2009.