Universiti Teknologi Malaysia Institutional Repository

An integrated formulation of zernike representation in character images

Shamsuddin, Siti Mariyam and Abu Bakar, Norsharina and Ali, Aida (2010) An integrated formulation of zernike representation in character images. In: The 23rd International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems, 2010, Cardoba, Spain.

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Abstract

Many studies have been done on improving Geometric Moment Invariants proposed by Hu since 1962 for pattern recognition. However, many researchers have found that there are some drawbacks with this geometric moment. Hence, this paper presents an integrated formulation of United Moment and Aspect Moment into Zernike Moment Invariant to seek the invarianceness of the solutions. The proposed method will be validated mathematically and experimentally. The validity invarianceness of the proposed method is measured by conducting the intra-class and inter-class analysis. The results of the proposed method are promising and feasible in identifying the similarity and differences of the images accordingly.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:pattern recognition, zernike moment invariant, zernike united aspect moment invariant, intra-class, inter-class
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions:Computer Science and Information System (Formerly known)
ID Code:23804
Deposited By: Liza Porijo
Deposited On:20 Sep 2012 05:10
Last Modified:20 Sep 2012 05:10

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