DocumentCode :
3107246
Title :
Building edge detection from SAR amplitude and phase data
Author :
Baselice, Fabio ; Ferraioli, Giampaolo ; Pascazio, Vito
Author_Institution :
Dipt. per le Tecnolgie, Univ. degli Studi di Napoli Parthenope, Napoli, Italy
fYear :
2011
fDate :
11-13 April 2011
Firstpage :
193
Lastpage :
196
Abstract :
Building edge detection exploting Synthetic Aperture Radar (SAR) multi-channel data is a research topic of increasing importance in years. The basic idea of the presented algorithm is to estimate edges using jointly both SAR amplitude and phase data. The technique exploits also Markov Random Field (MRF) theory. A correlation map, from which building edges are detected, is computed using both phase and reflectivity map (i.e. using the amplitude and the phase of SAR images). Respect to amplitude based edge detectors and to phase based ones, the proposed method shows better performances in terms of detection accuracy and false alarm rate. The algorithm is tested on simulated data, showing its effectiveness.
Keywords :
Markov processes; edge detection; synthetic aperture radar; Markov Random Field theory; SAR amplitude and phase data; amplitude based edge detectors; edge detection; synthetic aperture radar; Buildings; Detectors; Estimation; Image edge detection; Joints; Noise measurement; Pixel;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Urban Remote Sensing Event (JURSE), 2011 Joint
Conference_Location :
Munich
Print_ISBN :
978-1-4244-8658-8
Type :
conf
DOI :
10.1109/JURSE.2011.5764753
Filename :
5764753
Link To Document :
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