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Quaternion polar harmonic Fourier moments for color images.

Authors :
Wang, Chunpeng
Wang, Xingyuan
Li, Yongwei
Xia, Zhiqiu
Zhang, Chuan
Source :
Information Sciences. Jun2018, Vol. 450, p141-156. 16p.
Publication Year :
2018

Abstract

This paper proposes quaternion polar harmonic Fourier moments (QPHFM) for color image processing and analyzes the properties of QPHFM. After extending Chebyshev–Fourier moments (CHFM) to quaternion Chebyshev-Fourier moments (QCHFM), comparison experiments, including image reconstruction and color image object recognition, on the performance of QPHFM and quaternion Zernike moments (QZM), quaternion pseudo-Zernike moments (QPZM), quaternion orthogonal Fourier-Mellin moments (QOFMM), QCHFM, and quaternion radial harmonic Fourier moments (QRHFM) are carried out. Experimental results show QPHFM can achieve an ideal performance in image reconstruction and invariant object recognition in noise-free and noisy conditions. In addition, this paper discusses the importance of phase information of quaternion orthogonal moments in image reconstruction. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00200255
Volume :
450
Database :
Academic Search Index
Journal :
Information Sciences
Publication Type :
Periodical
Accession number :
129295045
Full Text :
https://doi.org/10.1016/j.ins.2018.03.040