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Experiments on pattern recognition using invariant Fourier-Mellin descriptors.

Y Sheng·H H Arsenault
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Abstract

Image descriptors based on the circular-Fourier-radial-Mellin transform are used for position-, rotation-, scale-, and intensity-invariant multiclass pattern recognition. The orders of the radial moments and of the circular harmonics are chosen to obtain an efficient image description. The first-order radial moments of three circular harmonics are sufficient to obtain a satisfactory recognition performance. The influence of additive noise is investigated. Experimental results are shown.

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Y Sheng, H H Arsenault. 1986. Experiments on pattern recognition using invariant Fourier-Mellin descriptors.. https://doi.org/10.1364/josaa.3.000771

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