Document Type

Conference Proceeding

Publisher

IEEE

Faculty

Computing, Health and Science

School

School of Computer & Security Science

RAS ID

10334

Comments

This article was originally published as: Huang, Z. , & Leng, J. (2010). Analysis of Hu’s Moment Invariants on Image Scaling and Rotation. Proceedings of 2010 2nd International Conference on Computer Engineering and Technology (ICCET). (pp. 476-480). . Chengdu, China. IEEE. Original article available here

Abstract

Moment invariants have been widely applied to image pattern recognition in a variety of applications due to its invariant features on image translation, scaling and rotation. The moments are strictly invariant for the continuous function. However, in practical applications images are discrete. Consequently, the moment invariants may change over image geometric transformation. To address this research problem, an analysis with respect to the variation of moment invariants on image geometric transformation is presented, so as to analyze the effect of image's scaling and rotation. Finally, the guidance is also provided for minimizing the fluctuation of moment invariants.

DOI

10.1109/ICCET.2010.5485542

 
COinS
 

Link to publisher version (DOI)

10.1109/ICCET.2010.5485542