Pseudo-Zernike polynomials
In mathematics, pseudo-Zernike polynomials are well known and widely used in the analysis of optical systems. They are also widely used in image analysis as shape descriptors.
Definition
They are an orthogonal set of complex-valued polynomialsdefined as
where and orthogonality on the unit disk is given as
where the star means complex conjugation, and
,,
are the standard transformations between polar and Cartesian coordinates.
The radial polynomials are defined as
with integer coefficients
Examples
Examples are:Moments
The pseudo-Zernike Moments of order and repetition are defined aswhere, and takes on positive and negative integer
values subject to.
The image function can be reconstructed by expansion of the pseudo-Zernike coefficients on the unit disk as
Pseudo-Zernike moments are derived from conventional Zernike moments and shown
to be more robust and less sensitive to image noise than the Zernike moments.