Diffraction, Fourier Optics and Imaging

Chapter 14 - Apodization, Superresolution, and Recovery of Missing Information

14.1   INTRODUCTION

In optical imaging, diffraction is the major phenomenon limiting the resolving
power of the system. For example, consider imaging of a distant star through a
telescope. Because of the distance of the star, the image should form on the focal
plane, ideally as a point. Instead, the image intensity is proportional to the square of
the Fourier transform of the exit pupil of the telescope. As a result, the image
consists of a central maximum in radiance surrounded by other optima (secondary
maxima or minima) which may be mistaken for other sources. For the same reason, a
second and weaker star nearby may be missed altogether.

The techniques of apodization and superresolution have the goal of minimizing
the effects of finite aperture size. Superresolution is also closely related to the topic
of recovery of missing information.

The algorithms discussed in this chapter are with discretized signals so that they
can be directly implemented in the computer. The algorithms can also be easily
converted to analog representation if so desired.

This chapter consists of eighteen sections. Section 14.2 is on apodization
or windowing techniques. Various windowing sequences are highlighted in
this section. Two-point resolution, which is inherent in optical imaging devices,
and the general guidelines for the recovery of signals are covered in
Section 14.3.

In succeeding sections, the basic theory needed to develop recovery algorithms
is first described. Section 14.4 describes the basic theory for contractions and
shows under what conditions iterations with a mapping transformation of vectors
in a linear vector space leads to a fixed point. This is followed in Section 14.5
by an iterative method of contractions called the method of constrained iterative
signal restoration for signal recovery. Section 14.5 follows up with the same
theme in the case of deconvolution with a method called iterative constrained
deconvolution.

UNLIMITED FREE
ACCESS
TO THE WORLD'S BEST IDEAS

SUBMIT
Already a GlobalSpec user? Log in.

This is embarrasing...

An error occurred while processing the form. Please try again in a few minutes.

Customize Your GlobalSpec Experience

Category: Optical Lenses
Finish!
Privacy Policy

This is embarrasing...

An error occurred while processing the form. Please try again in a few minutes.