Fingerprint registration by maximization of mutual information
文献类型：期刊论文
| 作者 | Liu, LF; Jiang, TZ ; Yang, JW; Zhu, CZ
|
| 刊名 | IEEE TRANSACTIONS ON IMAGE PROCESSING
 |
| 出版日期 | 2006-05-01 |
| 卷号 | 15期号:5页码:1100-1110 |
| 关键词 | biometrics fingerprints matching minutia mutual information (MI) orientation field registration |
| 英文摘要 | Fingerprint registration is a critical step in fingerprint matching. Although a variety of registration alignment algorithms have been proposed, accurate fingerprint registration remains in unresolved problem. We propose a new algorithm for fingerprint registration using orientation field. This algorithm finds the correct alignment by maximization of mutual information between features extracted from orientation fields of template and input fingerprint images. Orientation field, representing the flow of ridges, is a relatively stable global feature of fingerprint images. This method uses the statistics and distribution of global feature of fingerprint images so that it is robust to image quality and local changes in images. The primary characteristic of this method is that it uses this stable global feature to align fingerprints, and that its behavior may resemble the way humans compare fingerprints. Experimental results show that the occurrence of misalignment is dramatically reduced and that registration accuracy is greatly improved at the same time, leading to enhanced matching performance. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic |
| 研究领域[WOS] | Computer Science ; Engineering |
| 关键词[WOS] | IMAGE-ENHANCEMENT ; ALGORITHM ; SYSTEM |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000236807100005 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9301]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | 1.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China 2.Fangzheng Co, Beijing 100080, Peoples R China 3.Univ Calgary, Dept Elect & Comp Engn, Calgary, AB T2N 1N4, Canada |
| 推荐引用方式 GB/T 7714 | Liu, LF,Jiang, TZ,Yang, JW,et al. Fingerprint registration by maximization of mutual information[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING,2006,15(5):1100-1110. |
| APA | Liu, LF,Jiang, TZ,Yang, JW,&Zhu, CZ.(2006).Fingerprint registration by maximization of mutual information.IEEE TRANSACTIONS ON IMAGE PROCESSING,15(5),1100-1110. |
| MLA | Liu, LF,et al."Fingerprint registration by maximization of mutual information".IEEE TRANSACTIONS ON IMAGE PROCESSING 15.5(2006):1100-1110. |
入库方式： OAI收割
来源：自动化研究所
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