DocumentCode
2382863
Title
Comparison of two methods for automatic range alignment in ISAR imaging
Author
Berger, Tor ; Tollisen, Steffen ; Hamran, Svein-Erik
Author_Institution
Forsvarets forskningsinstitutt (FFI), Kjeller, Norway
fYear
2011
fDate
23-27 May 2011
Abstract
A maximum likelihood algorithm for translational motion estimation (TME) in ISAR imaging is described and compared with prominent point processing (PPP). It is suggested that the kurtosis (fourth order central moment) of averaged range profiles can be used to decide on which of the two methods that gives the best results in terms of image sharpness. Experimental data of a small aircraft is collected and processed in short intervals. Results from the PPP and the TME algorithms are compared, automatically in terms of a sharpness measure, and also by user inspection. The results indicate that for low kurtosis regions the TME method should be used, while for high kurtosis regions, the PPP method is preferred.
Keywords
airborne radar; radar imaging; synthetic aperture radar; ISAR imaging; automatic range alignment; fourth order central moment; image sharpness; kurtosis; maximum likelihood algorithm; prominent point processing; sharpness measure; translational motion estimation; user inspection; Equations; Histograms; Image quality; Imaging; Maximum likelihood estimation; Radar imaging; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Radar Conference (RADAR), 2011 IEEE
Conference_Location
Kansas City, MO
ISSN
1097-5659
Print_ISBN
978-1-4244-8901-5
Type
conf
DOI
10.1109/RADAR.2011.5960489
Filename
5960489
Link To Document