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Quaternion polar harmonic Fourier moments for color images
Qilu University of Technology (Shandong Academy of Sciences), Jinan, China; Dalian University of Technology, Dalian, China.
Dalian Maritime University, Dalian, China; Dalian University of Technology, Dalian, China.
Mid Sweden University, Faculty of Science, Technology and Media, Department of Information Systems and Technology.
Dalian University of Technology, Dalian, China.
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2018 (English)In: Information Sciences, ISSN 0020-0255, E-ISSN 1872-6291, Vol. 450, p. 141-156Article in journal (Refereed) Published
Abstract [en]

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. 

Place, publisher, year, edition, pages
2018. Vol. 450, p. 141-156
Keywords [en]
Image reconstruction, Moment invariant, Object recognition, Orthogonal moment, Phase, Quaternion polar harmonic Fourier moments
National Category
Information Systems, Social aspects
Identifiers
URN: urn:nbn:se:miun:diva-33500DOI: 10.1016/j.ins.2018.03.040ISI: 000432646100008Scopus ID: 2-s2.0-85044451202OAI: oai:DiVA.org:miun-33500DiVA, id: diva2:1198093
Available from: 2018-04-16 Created: 2018-04-16 Last updated: 2018-06-10Bibliographically approved

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Li, Yongwei

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  • apa
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  • de-DE
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  • en-US
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Output format
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