DocumentCode
598992
Title
Multi-target ISAR imaging based on image segmentation and Short-time Fourier Transform
Author
Da Xiao ; Fulin Su ; Jiawei Wu
Author_Institution
Sch. of Electron. Inf. Eng., Harbin Inst. of Technol., Harbin, China
fYear
2012
fDate
16-18 Oct. 2012
Firstpage
1832
Lastpage
1836
Abstract
In ISAR imaging, it is likely to happen that multiple observed targets are so close to each other that there may be two or more targets located in the same radar antenna beam. Since the movements of varied targets may not be the same, using the imaging algorithm for single target will blur the image. Isolating these targets and imaging them separately is a good way to solve this problem. In this paper, two methods of ISAR imaging for multiple targets are proposed. The one is applying image segmentation in the image field to extract and isolate the varied targets. The other is based on the Short-time Fourier Transform of Time-Frequency Analysis to separate the lines of the targets in the time-frequency plane. Through the simulation experiment, both of these methods can generate focused and high-resolution ISAR images of multiple targets.
Keywords
Fourier transforms; image resolution; image segmentation; object detection; radar antennas; radar imaging; synthetic aperture radar; time-frequency analysis; high-resolution ISAR images; image segmentation; inverse synthetic aperture radar; multitarget ISAR imaging algorithm; radar antenna beam; short-time Fourier transform; simulation experiment; target extraction; target isolation; target location; time-frequency analysis; time-frequency plane; Clustering algorithms; Image segmentation; Imaging; Radar antennas; Radar imaging; Time frequency analysis; Image Segmentation; Multi-target ISAR Imaging; Short-time Fourier Transform;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing (CISP), 2012 5th International Congress on
Conference_Location
Chongqing
Print_ISBN
978-1-4673-0965-3
Type
conf
DOI
10.1109/CISP.2012.6469920
Filename
6469920
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