Scale invariants of three-dimensional legendre moments

Three-dimensional digital images are gaining more attention in pattern recognition field. Mostly literatures, however, only focus on theoretical framework of two-dimensional moment invariants, that are only implemented on two-dimensional images. Consequently, it reduces the invariance flexibilily to...

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Bibliographic Details
Main Authors: Ong, , Lee-Yeng, Chong, , Chee-Way, Besar,, Rosli
Format: Article
Published: 2006
Subjects:
Online Access:http://shdl.mmu.edu.my/2047/
Description
Summary:Three-dimensional digital images are gaining more attention in pattern recognition field. Mostly literatures, however, only focus on theoretical framework of two-dimensional moment invariants, that are only implemented on two-dimensional images. Consequently, it reduces the invariance flexibilily to support three-dimensional objects. In this paper, we introduce three-dimensional scale invariants of Legendre moments. They are algebraically derived directly from Legendre polynomials. Simulated experiments using three-dimensional binary images are carried out to verify the validity of proposed invariance.