Lecture
Singular operators are widely used in the analysis of two-dimensional systems, especially systems in which discretization of continuous functions is performed. Dirac’s 2D delta function is a singular operator with the following properties:
(1.3.1a)
(1.3.1b)
(1.3.1b)
(1.3.1g)
Magnitude here denotes an infinitesimal limit of integration.
The two-dimensional delta function can be represented as the product of two one-dimensional delta functions of orthogonal coordinates :
(1.3.2)
where one-dimensional delta functions satisfy one-dimensional relations similar to (1.3.1). The delta function can also be defined as the limit of some functions [1, p. 275], for example, a rectangular function
(1.3.3a)
circular function
(1.3.3b)
Gaussian function
(1.3.3b)
sinc functions
(1.3.3g)
Bessel function
(1.3.3d)
Where
(1.3.4a)
(1.3.4b)
(1.3.4в)
Another useful definition of the delta function is the following identity [2, p. 99]:
(1.3.5)
Where .
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Digital image processing
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