Share Email Print
cover

Optical Engineering

Polar Zernike moments and rotational invariance
Author(s): Rajarshi Biswas; Sambhunath Biswas
Format Member Price Non-Member Price
PDF $20.00 $25.00

Paper Abstract

Zernike moments (ZM) have potentials in pattern recognition, image analysis/processing, and in computer vision. Their invariance and orthogonality are attractive in many applications. Unfortunately, direct computation of factorials in them is time consuming and discouraging. Also, people have shown poor invariance for Cartesian ZM in the discrete case. Need of a faster computing algorithm with better rotational invariance is already felt in various research communities. To find a solution, we have examined a completely new approach which comprises a unique mapping of a gray-level image on a discrete circular disk to compute Cartesian as well as polar ZM through a new recursive relation. Such a map does not require any special sampling. The proposed new recursion is based on the computational structure of the radial polynomial embedded in the ZM. Fast computation of ZM, in our case, uses the developed new recursion and the properties of discrete circles, e.g., symmetry, uniqueness, and hole-free generation of discrete disk. This discrete circular map helps not only the fast computation of ZM but also lends its support to provide better rotational invariance for polar ZM over that of Cartesian ZM. The invariance is useful in recognition.

Paper Details

Date Published: 5 September 2012
PDF: 11 pages
Opt. Eng. 51(8) 087204 doi: 10.1117/1.OE.51.8.087204
Published in: Optical Engineering Volume 51, Issue 8
Show Author Affiliations
Rajarshi Biswas, Indian Statistical Institute (India)
Sambhunath Biswas, Indian Statistical Institute (India)


© SPIE. Terms of Use
Back to Top