Noisy iris image matching by using multiple cues
文献类型：期刊论文
| 作者 | Tan, Tieniu ; Zhang, Xiaobo; Sun, Zhenan; Zhang, Hui
|
| 刊名 | PATTERN RECOGNITION LETTERS
 |
| 出版日期 | 2012-06-01 |
| 卷号 | 33期号:8页码:970-977 |
| 关键词 | Noisy iris image matching Visible lighting Iris data matching Eye data matching Robust fusion Iris recognition |
| 英文摘要 | Noisy iris recognition under visible lighting has recently drawn much attention. This paper proposes an effective method for visible light iris image matching by using multiple characteristics of iris and eye images. The method consists of image preprocessing, iris data matching, eye data matching, and multimodal fusion. Ordinal measures and color analysis are adopted for iris data matching, and texton representation and semantic information are used for eye data matching. After we obtain the four matching scores, a robust score level fusion strategy is applied to generate the dissimilarity measure of the two images under consideration. Extensive experiments on the UBIRIS.v2 database and the NICE.II training dataset demonstrate that the proposed method is effective. Our method significantly outperforms all other algorithms submitted to the Noisy Iris Challenge Evaluation-Part II (NICE.II), an open contest in noisy iris image matching. (C) 2011 Elsevier B.V. All rights reserved. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence |
| 研究领域[WOS] | Computer Science |
| 关键词[WOS] | RECOGNITION |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000303306900003 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3822]  |
| 专题 | 自动化研究所_智能感知与计算研究中心 |
| 作者单位 | Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Tan, Tieniu,Zhang, Xiaobo,Sun, Zhenan,et al. Noisy iris image matching by using multiple cues[J]. PATTERN RECOGNITION LETTERS,2012,33(8):970-977. |
| APA | Tan, Tieniu,Zhang, Xiaobo,Sun, Zhenan,&Zhang, Hui.(2012).Noisy iris image matching by using multiple cues.PATTERN RECOGNITION LETTERS,33(8),970-977. |
| MLA | Tan, Tieniu,et al."Noisy iris image matching by using multiple cues".PATTERN RECOGNITION LETTERS 33.8(2012):970-977. |
入库方式： OAI收割
来源：自动化研究所
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