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
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;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4799-1114-1
DOI :
10.1109/IGARSS.2013.6723084