Diffraction, Fourier Optics and Imaging

Chapter 17 - Computerized Imaging Techniques I: Synthetic Aperture Radar

17.1   INTRODUCTION

A number of modern imaging techniques rely on the Fourier transform and related
computer algorithms for image reconstruction. For example, synthetic aperture radar
(SAR), image reconstruction from projections, including computerized tomography,
magnetic resonance imaging (MRI), and confocal microscopy discussed in
Chapter 5 are among such techniques.

In this chapter, the SAR principles are discussed. The first SAR image was
produced at the University of Michigan in 1958 with a coherent optical processing
method since SAR is essentially similar to holography [Cutrona]. In the early 1970s
digital signal processing methods were started to be utilized to computerize
SAR image processing [Bennett], [Ulaby]. Currently, computerized SAR image
processing is what is used in practice.

This chapter consists of ten sections. Section 17.2 describes SAR in general
terms. Section 17.3 is on range resolution. In order to achieve high resolution of
imaging, it is also necessary to carefully choose the pulse waveform used. This topic
is introduced in Section 17.4. Matched filtering discussed in Section 17.5 is used
both for maximizing signal-to-noise ratio (SNR) and achieving very sharp pulses.
The way sharp pulses with sufficient energy are achieved with matched filtering is
discussed in Section 17.6. Section 17.7 is on cross-range resolution.

The topics discussed so far lay the groundwork for SAR imaging. A simplified
theory of SAR imaging is discussed in Section 17.8. Image reconstruction with the
Fresnel approximation is highlighted in Section 17.9. Another digital SAR image
reconstruction algorithm is discussed in Section 17.10.

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