DocumentCode :
3677548
Title :
An alternate iteration and matching technique for parameter estimation of gable-roof buildings from high-resolution SAR images
Author :
Di Feng;Xi Chen;Weidong Chen
Author_Institution :
Key Laboratory of Electromagnetic Space Information of Chinese Academy of Sciences, University of Science and Technology of China, Hefei, Anhui, 230027, P. R. China
fYear :
2015
Firstpage :
293
Lastpage :
296
Abstract :
In urban areas, the reconstruction of gable-roof buildings from high-resolution synthetic aperture radar (SAR) images is more challenging compared to simple parallelepiped buildings. In this paper, an alternate iteration and matching technique is proposed for height and roof inclination angle estimation of gable-roof buildings. First, the different appearances of this building type in SAR images are analyzed. Then, for height and roof inclination angle estimation, an alternate iteration and matching technique is proposed with a nested loop structure. Image matching by maximizing the mutual information between the true and simulated SAR images is performed in the inner loop, while alternate iteration is carried out in the outer loop. This structure is qualified for multi-parameter estimation and achieves a balance between estimation accuracy and computational complexity. Finally, numerical experiment and comparison with previous methods are performed to show the effectiveness and efficiency of our method.
Keywords :
"Buildings","Synthetic aperture radar","Estimation","Remote sensing","Accuracy","Parameter estimation","Image reconstruction"
Publisher :
ieee
Conference_Titel :
Synthetic Aperture Radar (APSAR), 2015 IEEE 5th Asia-Pacific Conference on
Type :
conf
DOI :
10.1109/APSAR.2015.7306211
Filename :
7306211
Link To Document :
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