Title :
A new phase gradient autofocus technique for high resolution image formation based on fractional lower-order statistics
Author :
Tsakalides, Panagiotis ; Nikus, C.L.
Author_Institution :
Dept. of Electr. & Comput. Eng., Patras Univ., Greece
Abstract :
This paper addresses the problem of autofocusing in Synthetic Aperture Radar (SAR) imagery by introducing techniques that achieve robust image restoration in the presence of severe heavy-tailed clutter and noise. We extend the current state-of-the-art Phase Gradient Autofocus (PGA) method by employing Fractional Lower-Order Statistics (FLOS) of the phase history data. The introduced FLOS-based PGA method mitigates the effects of impulsive additive clutter in the measurements and achieves high-resolution SAR image formation. The proposed approach is compared to conventional processing by using actual radar imagery data
Keywords :
focusing; image restoration; noise; radar clutter; radar imaging; radar resolution; statistics; synthetic aperture radar; SAR imagery; alpha-stable models; fractional lower-order statistics; high resolution image formation; impulsive additive clutter; phase gradient autofocus technique; robust image restoration; severe heavy-tailed clutter; severe noise; synthetic aperture radar; 1f noise; Additives; Clutter; Electronics packaging; History; Image resolution; Image restoration; Noise robustness; Statistics; Synthetic aperture radar;
Conference_Titel :
Electronics, Circuits and Systems, 1999. Proceedings of ICECS '99. The 6th IEEE International Conference on
Conference_Location :
Pafos
Print_ISBN :
0-7803-5682-9
DOI :
10.1109/ICECS.1999.813195