Comparative Study of Hu Moments and Zernike Moments in Object Recognition

Citation

Sabhara, Reza Kasyauqi and Lee, Chin Poo and Lim, Kian Ming (2013) Comparative Study of Hu Moments and Zernike Moments in Object Recognition. Smart Computing Review, 3 (3). pp. 166-173. ISSN 2234-4624

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Abstract

There are lots of ways to perform object recognition. This paper is part of a project studying object recognition. The project is intended as a starting point to further learning about object recognition. Therefore, moment invariants are studied as a good starting point. Hu moment invariant methods and Zernike moment invariant methods are implemented and compared. Zernike moment invariants are shown to outperform Hu moment invariants.

Item Type: Article
Uncontrolled Keywords: Object recognition, moments, Hu moments, Zernike moments
Subjects: T Technology > T Technology (General)
Divisions: Faculty of Information Science and Technology (FIST)
Depositing User: Ms Rosnani Abd Wahab
Date Deposited: 12 Jan 2017 05:50
Last Modified: 12 Jan 2017 05:50
URII: http://shdl.mmu.edu.my/id/eprint/6113

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