Document Type
Conference Proceeding
Publisher
IEEE
Faculty
Faculty of Computing, Health and Science
School
School of Computer and Security Science
RAS ID
10334
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
Access Rights
free_to_read
Comments
This is an Author's Accepted Manuscript of: 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. Available here
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