Digital image warping



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16 PRELIMINARIES

For an imaging system, the impulse response is the image in the output plane due to

an ideal point source in the input plane. In this case, the impulse may be taken to be an

infinitesimally small white dot upon a black background. Due to the limited accuracy of

the imaging system, that dot will be resolved into a broader region. This impulse

response is usually referred to as the point spread function (PSF) of the imaging system.

Since the inputs and outputs represent a positive quantity (e.g., light intensity), the PSF is

restricted to be positive. The term impulse response, on the other hand, is more general

and is allowed to take on negative and complex values.

As its name suggests, the PSF is taken to be a bandlimiting filter having blurring

characteristics. It reflects the physical limitations of a lens to accurately resolve each

input point without the influence of neighbering points. Consequently, the PSF is typi-

cally modeled as a low-pass filter given by a bell-shaped weighting function over a finite

aperture area. A PSF profile is depicted in Fig. 2.2.

h(x)

Figure 2.2: PSFprofile.




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