Quaternion Bessel-Fourier moments and their invariant descriptors for object reconstruction and recognition

Zhuhong Shao 1 Huazhong Shu 1, 2, * Jiasong Wu 1, 2, * Beijing Chen 3 Jean-Louis Coatrieux 2, 4, *
* Auteur correspondant
1 LIST - Laboratory of Image Science and Technology [Nanjing]
2 CRIBS - Centre de Recherche en Information Biomédicale sino-français
3 School of Computer & Software
4 LTSI - Laboratoire Traitement du Signal et de l'Image
Abstract : In this paper, the quaternion Bessel-Fourier moments are introduced. The significance of phase information in quaternion Bessel-Fourier moments is investigated and an accurate estimation method for rotation angle is described. Furthermore, a new set of invariant descriptors based on the magnitude and the phase information of quaternion Bessel-Fourier moments is derived. Experimental results show that quaternion Bessel-Fourier moments lead to better performance for color image reconstruction than the other quaternion orthogonal moments such as quaternion Zernike moments, quaternion pseudo-Zernike moments and quaternion orthogonal Fourier-Mellin moments. In addition, the angles estimated by the proposed moments are more accurate than those obtained by using other quaternion orthogonal moments. The proposed invariant descriptors show also better robustness to geometric and photometric transformations.
Keywords : Quaternion Bessel-Fourier moment Phase Color image Invariant descriptor Recognition
Type de document :
Article dans une revue
Pattern Recognition, Elsevier, 2014, 47 (2), pp.603-611. 〈10.1016/j.patcog.2013.08.016〉
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Soumis le : jeudi 29 août 2013 - 13:33:43
Dernière modification le : mercredi 16 mai 2018 - 11:23:40
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Zhuhong Shao, Huazhong Shu, Jiasong Wu, Beijing Chen, Jean-Louis Coatrieux. Quaternion Bessel-Fourier moments and their invariant descriptors for object reconstruction and recognition. Pattern Recognition, Elsevier, 2014, 47 (2), pp.603-611. 〈10.1016/j.patcog.2013.08.016〉. 〈inserm-00855404〉

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