FUSION OF MULTI-FREQUENCY INTERFEROMETRIC RESULTS BY USING KALMAN FILTER TO GENERATE HIGH QUALITY DEM

被引:2
作者
Zhang, Xiaojie [1 ]
Zeng, Qiming [1 ]
Jiao, Jian [1 ]
Xiong, Siting [1 ]
机构
[1] Peking Univ, Inst Remote Sensing, Beijing 100871, Peoples R China
来源
2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) | 2014年
关键词
Fusion; multi-frequency; Kalman filter; InSAR; coregistration;
D O I
10.1109/IGARSS.2014.6946913
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Using conventional two-pass interferometry to generate DEM with high frequency SAR data may be confronted with the problem of poor coherence in areas covered by dense vegetation, while DEM generated from low frequency SAR data interferometry is less sensitive to the topographic relief Therefore, this article aims at generating high quality DEM by fusing multi-frequency interferometric results obtained from two-pass interferometry by using Kalman filter. Meanwhile, a process of coregistration of multi-frequency SAR data which are of different pixel sizes and imaging geometries is proposed. And data from Envisat ASAR and TerraSAR-X are used for case study and the accuracy of fused DEM are verified by ASTER GDEM.
引用
收藏
页码:2233 / 2236
页数:4
相关论文
共 8 条
[1]  
Grewal M., 2008, Kalman Filtering Theory and Practice Using MATLAB
[2]   Generation of digital elevation models by using SIR-C/X-SAR multifrequency two-pass interferometry: The Etna case study [J].
Lanari, R ;
Fornaro, G ;
Riccio, D ;
Migliaccio, M ;
Papathanassiou, KP ;
Moreira, JR ;
Schwabisch, M ;
Dutra, L ;
Puglisi, G ;
Franceschetti, G ;
Coltelli, M .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1996, 34 (05) :1097-1114
[3]   STUDIES OF MULTIBASELINE SPACEBORNE INTERFEROMETRIC SYNTHETIC APERTURE RADARS [J].
LI, FK ;
GOLDSTEIN, RM .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1990, 28 (01) :88-97
[4]  
Simone G., 2002, Information Fusion, V3, P3, DOI 10.1016/S1566-2535(01)00056-2
[5]  
Simone G., 2000, P FUS INF PAR FRANC
[6]  
WEGMULLER U, 1999, P IGARSS 99 HAMB GER
[7]  
Xiai C., 2014, REMOTE SENSING TECHN, V29, P9
[8]   DECORRELATION IN INTERFEROMETRIC RADAR ECHOES [J].
ZEBKER, HA ;
VILLASENOR, J .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1992, 30 (05) :950-959