Circular-Fourier-radial-Mellin transform descriptors for pattern recognition.
Image descriptors based on a circular-Fourier-radial-Mellin transform are proposed. They are invariant with respect to rotation, translation, and change of scale. They represent a generalized approach to specific descriptors using a circular-harmonic expansion, a Mellin transform, or moment invariants. The possibility of computing the Fourier-Mellin descriptors by using an optical processor in real time is discussed.
D005583:Fourier Analysis; D006801:Humans; D008433:Mathematics; D008960:Models, Psychological; D010363:Pattern Recognition, Automated