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A theory of phase-sensitive rotation invariance with spherical harmonic and moment-based representations

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2 Author(s)
Kakarala, R. ; Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore, Singapore ; Dansheng Mao

This paper describes how phase-sensitive rotation invariants for three-dimensional data may be obtained. A “bispectrum” is formulated for rotations, and its properties are derived for spherical harmonic coefficients as well as for moments. The bispectral invariants offer improved discrimination over previously published magnitude-only invariants. They are able to distinguish rotations from reflections, as well as rotations of an entire shape from component-wise rotations of elements of the shape. As experiments show, they provide robust performance for both surface and voxel data.

Published in:

Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on

Date of Conference:

13-18 June 2010