Institute of Information Theory and Automation

Publication details

2D and 3D Image Analysis by Gaussian-Hermite Moments

Monography Chapter

Yang Bo, Suk Tomáš, Dai M., Flusser Jan

serial: Moments and Moment Invariants: Theory and Applications, p. 143-173 , Eds: Papakostas G. A.

project(s): GAP103/11/1552, GA ČR

keywords: Hermite polynomials, Digital image, Moments

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abstract (eng):

This chapter introduces 2D and 3D Gaussian-Hermite moments and rotation invariants constructed from them. Thanks to their numerical stability, Gaussian-Hermite moments provide better reconstruction and recognition power than the geometric and most of other orthogonal moments while keeping the simplicity of design of the invariants. This is illustrated by experiments on real 2D and 3D data.


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Last modification: 21.12.2012
Institute of Information Theory and Automation