DocumentCode
3056032
Title
A fusion method of improving filtered interferogram quality
Author
Gao Sheng ; Zeng Qiming ; Jiao Jian ; Tong Qingxi
Author_Institution
Inst. of Remote Sensing & Geographic Inf. Syst., Peking Univ., Beijing, China
fYear
2013
fDate
21-26 July 2013
Firstpage
1552
Lastpage
1554
Abstract
This paper presented a new strategy to improve the quality of interferograms filtered by the Goldstein filter. Two different patch sizes were applied to filtering one noisy interferogram, which resulted to two filtered interferograms. Noise of the interferogram was strongly reduced in low-coherence areas by using a larger patch size, while interferogram structures were preserved by using a smaller patch size. Then the two filtered interferograms were fused, weighted by the coherence map. Experiments with real datasets showed the satisfactory results.
Keywords
filtering theory; geophysical signal processing; geophysical techniques; radar interferometry; sensor fusion; signal denoising; synthetic aperture radar; Goldstein filter; InSAR; coherence map; filtered interferogram quality improvement; fusion method; interferogram structure preservation; low-coherence area; noisy interferogram; patch size; Adaptive filters; Coherence; Correlation; Information filters; Noise; Goldstein filter; InSAR; image fusion;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location
Melbourne, VIC
ISSN
2153-6996
Print_ISBN
978-1-4799-1114-1
Type
conf
DOI
10.1109/IGARSS.2013.6723084
Filename
6723084
Link To Document