Bayesian building extraction from high resolution polarimetric SAR data

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 4, Issue , 2009, Pages

  He, Wenju ^a   Hellwich, Olaf ^a  

^a TECHNISCHE UNIVERSITÄT BERLIN   (Germany)

Author keywords

Bayesian network; Buildings; Synthetic aperture radar

Indexed keywords

ANGLE ESTIMATION; BAYESIAN; BAYESIAN APPROACHES; BUILDING DETECTION; BUILDING EXTRACTION; HIGH RESOLUTION; HIGH RESOLUTION SYNTHETIC APERTURE RADAR IMAGES; OBJECT CLASS; ORIENTATION ANGLES; POLARIMETRIC SAR DATA; SAR IMAGES; URBAN SCENES;

BAYESIAN NETWORKS; BUILDINGS; DISTRIBUTED PARAMETER NETWORKS; GEOLOGY; IMAGE CLASSIFICATION; IMAGING SYSTEMS; INFERENCE ENGINES; INTELLIGENT NETWORKS; RADAR; REMOTE SENSING; SECURITY OF DATA; SYNTHETIC APERTURES;

SYNTHETIC APERTURE RADAR;

EID: 77951283300     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2009.5417398     Document Type: Conference Paper

References (5)

1. M. Quartulli and M. Datcu, "Stochastic geometrical modeling for built-up area understanding from a single sar intensity image with meter resolution," IEEE Transactions on Geoscience and Remote Sensing, vol.42, no.9, pp. 1996-2003, Sept. 2004.
2. D. Hoiem, A. Efros, and M. Hebert, "Putting objects in perspective," International Journal of Computer Vision, vol.80, pp. 3-15, Oct. 2008.
3. K. Murphy, "Bayes net toolbox for matlab," 2007, http://www.cs.ubc.ca/murphyk/Software/BNT/bnt.html.
4. M.C. Bishop, Pattern Recognition and Machine Learning, Springer, 2006.
5. W. He, M. Jaeger, and O. Hellwich, "Building extraction from polarimetric sar data using mean shift and conditional random fields," in Proc. EUSAR 2008, June 2008.