A Bragg-Like Point Extraction Method for Co-polarization Channel Imbalance Calibration
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.(2023)
摘要
Calibration by distributed targets is an important part of polarimetric calibration (PolCAL) without corner reflectors (CRs). Currently, both the correlation of HH and VV (R-hhvv) and the equivalent number of looks (ENL) constitute the common method for the extraction of Bragg-like points (BLPs) in order to calibrate the co-polarization channel imbalance k. However, strict assumptions about distributed targets and complex mathematical expressions regarding ENL limit the impact analysis of k on R-hhvv and ENL; thus, the fixed thresholds for R-hhvv and ENL can be obtained only by comparing the calibration errors with the CRs or simulated values in order to calibrate k accurately. In some Earth observation and lunar exploration without CRs, the abovementioned conditions are not satisfied. In this article, a BLP extraction method is proposed for calibrating co-polarization channel imbalance k in PolCAL. H/alpha decomposition is utilized to deduce the specific scattering impacts of BLPs by different k values first. Then, a dynamic selection method is proposed to reduce the influence of fixed thresholds and improve the extraction accuracy. Multiscene polarimetric synthetic aperture radar images from AIRSAR, ALOS, and GF-3 are utilized to verify the effectiveness of the proposed algorithm in the extraction of BLPs and the calibration results of k obtained by applying the extracted BLPs.
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关键词
Bragg-like points (BLPs),co-polarization channel imbalance k,dynamic selection,H/alpha<overline> decomposition,polarimetric synthetic aperture radar (PolSAR),Index Terms
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