Changchun Institute of Optics,Fine Mechanics and Physics,CAS
Quaternion Fourier-Mellin moments for color images | |
其他题名 | 论文其他题名 |
Guo L. Q.; Zhu M. | |
2011 | |
发表期刊 | Pattern Recognition |
ISSN | 0031-3203 |
卷号 | 44期号:2页码:187-195 |
摘要 | The quaternion Fourier-Mellin moments for describing color images are introduced, which can be seen as the generalization of traditional Fourier-Mellin moments for gray-level images. Then, the quaternion Fourier-Mellin moment invariants are derived, which could be a useful tool in color object recognition tasks that require the similarity invariance. In addition, the problem of color image registration using quaternion Fourier-Mellin moments is discussed. The registration method can match color images differing in rotation and scaling. The advantage of our method is that it can process color image directly, without losing color information. Experimental results validate the effectiveness of the method we proposed. (C) 2010 Elsevier Ltd. All rights reserved. |
收录类别 | SCI |
语种 | 英语 |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ciomp.ac.cn/handle/181722/24717 |
专题 | 中科院长春光机所知识产出 |
推荐引用方式 GB/T 7714 | Guo L. Q.,Zhu M.. Quaternion Fourier-Mellin moments for color images[J]. Pattern Recognition,2011,44(2):187-195. |
APA | Guo L. Q.,&Zhu M..(2011).Quaternion Fourier-Mellin moments for color images.Pattern Recognition,44(2),187-195. |
MLA | Guo L. Q.,et al."Quaternion Fourier-Mellin moments for color images".Pattern Recognition 44.2(2011):187-195. |
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