12 October 2016 Adaptation of spherical harmonic transform for color shape reconstruction and retrieval using quaternion algebra
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Abstract
A set of invariant quaternion moments based on an adaptation of the three-dimensional (3-D) spherical harmonic transform (SHT) for describing two-dimensional color shapes is proposed. The use of quaternions to deal with the color part is beneficial in the way the three color components are integrated in a single feature. An adequate mapping from the 3-D SHT to the unit disc allows a fast and accurate computation of the proposed moments. Experiments are conducted to evaluate the performance of the obtained moments in terms of color image reconstruction, robustness to geometric and photometric transformations, content-based color shape retrieval, and computation time. For this purpose, two image databases (COIL-100 and ALOI) are used. Results illustrate the effectiveness of the proposed moments in dealing with the color information.
© 2016 SPIE and IS&T
Nisrine Dad, Nisrine Dad, Noureddine En-Nahnahi, Noureddine En-Nahnahi, Said El Alaoui Ouatik, Said El Alaoui Ouatik, Mohammed Oumsis, Mohammed Oumsis, } "Adaptation of spherical harmonic transform for color shape reconstruction and retrieval using quaternion algebra," Journal of Electronic Imaging 25(5), 053026 (12 October 2016). https://doi.org/10.1117/1.JEI.25.5.053026 . Submission:
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