DocumentCode
349065
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
Volume
2
fYear
1999
fDate
5-8 Sep 1999
Firstpage
667
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ICECS.1999.813195
Filename
813195
Link To Document