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Polarimetric SAR Calibration and Residual Error Estimation When Corner Reflectors Are Unavailable.

Authors :
Shi, Lei
Li, Pingxiang
Yang, Jie
Zhang, Liangpei
Ding, Xiaoli
Zhao, Lingli
Source :
IEEE Transactions on Geoscience & Remote Sensing; Jun2020, Vol. 58 Issue 6, p4454-4471, 18p
Publication Year :
2020

Abstract

In this article, we propose a polarimetric calibration (PolCal) algorithm to estimate the system crosstalk, cross-polarization (x-pol), and co-polarization (co-pol) channel imbalance (CI) when ground corner reflectors (CRs) are unavailable. The current PolCal process requires at least one trihedral CR to determine the co-pol CI. However, the deployment of ground CRs is costly and may even be impossible in some areas. To calibrate a polarimetric image without CRs, our proposed method automatically extracts the volume-dominated and Bragg-like pixels as a reference to estimate the crosstalk, x-pol, and co-pol CI values. Then, a first-order polynomial model is exploited to fit the co-pol CI to further improve calibration accuracy. In the experimental section, we demonstrate the effectiveness of our proposed method with data from two of China’s newly developed very high-resolution systems. The experiments confirmed that the proposed workflow can be considered as a feasible calibration scheme when the ground deployment of CRs is impossible, and it is also an effective analysis tool for the assessment of calibrated products. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01962892
Volume :
58
Issue :
6
Database :
Complementary Index
Journal :
IEEE Transactions on Geoscience & Remote Sensing
Publication Type :
Academic Journal
Accession number :
144948189
Full Text :
https://doi.org/10.1109/TGRS.2020.2964732