Title :
Enhanced resolution in SAR/ISAR imaging using iterative sidelobe apodization
Author :
Xu, Xiaojian ; Narayanan, Ram M.
Author_Institution :
Sch. of Electron. & Inf. Eng., BeiHang Univ., Beijing, China
fDate :
4/1/2005 12:00:00 AM
Abstract :
Resolution enhancement techniques in radar imaging have attracted considerable interest in recent years. In this work, we develop an iterative sidelobe apodization technique and investigate its applications to synthetic aperture radar (SAR) and inverse SAR (ISAR) image processing. A modified noninteger Nyquist spatially variant apodization (SVA) formulation is proposed, which is applicable to direct iterative image sidelobe apodization without using computationally intensive upsampling interpolation. A refined iterative sidelobe apodization procedure is then developed for image-resolution enhancement. Examples using this technique demonstrate enhanced image resolution in various applications, including airborne SAR imaging, image processing for three-dimensional interferometric ISAR imaging, and foliage-penetration ultrawideband SAR image processing.
Keywords :
image enhancement; image resolution; interpolation; radar imaging; radar resolution; radiowave interferometry; synthetic aperture radar; ultra wideband radar; airborne SAR imaging; computationally intensive upsampling interpolation; foliage-penetration ultrawideband SAR image processing; image resolution enhancement technique; inverse SAR image processing; iterative sidelobe apodization; modified noninteger Nyquist spatially variant apodization formulation; synthetic aperture radar; three-dimensional interferometric ISAR imaging; Bandwidth; History; Image processing; Image resolution; Predictive models; Radar imaging; Signal resolution; Signal to noise ratio; Spatial resolution; Synthetic aperture radar; Image processing; inverse synthetic aperture radar (ISAR); radar imaging; super resolution; synthetic aperture radar (SAR); Algorithms; Artificial Intelligence; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Information Storage and Retrieval; Numerical Analysis, Computer-Assisted; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
Journal_Title :
Image Processing, IEEE Transactions on
DOI :
10.1109/TIP.2004.841198