American Journal of Applied Sciences

Optimized Set of RST Moment Invariants

Khalid M. Hosny

DOI : 10.3844/ajassp.2008.726.735

American Journal of Applied Sciences

Volume 5, Issue 6

Pages 726-735

Abstract

Moment invariants are widely used in image processing, pattern recognition and computer vision. Several methods and algorithms have been proposed for fast and efficient calculation of moment's invariants where numerical approximation errors are involved in most of these methods. In this paper, an optimized set of moment invariants with respect to rotation, scaling and translation is presented. An accurate method is used for exact computation of moment invariants for gray level images. A fast algorithm is applied to accelerate the process of computation. Error analysis is presented and a comparison with other conventional methods is performed. The obtained results explain the superiority of the proposed method.

Copyright

© 2008 Khalid M. Hosny. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.