Graph matching iris image blocks with local binary pattern
文献类型：期刊论文
| 作者 | Sun, ZN ; Tan, TN; Qiu, XC; Zhang, D; Jain, AK
|
| 刊名 | ADVANCES IN BIOMETRICS, PROCEEDINGS
 |
| 出版日期 | 2006 |
| 卷号 | 3832页码:366-372 |
| 英文摘要 | Iris-based personal identification has attracted much attention in recent years. Almost all the state-of-the-art iris recognition algorithms are based on statistical classifier and local image features, which are noise sensitive and hardly to deliver perfect recognition performance. In this paper, we propose a novel iris recognition method, using the histogram of local binary pattern for global iris texture representation and graph matching for structural classification. The objective of our idea is to complement the state-of-the-art methods with orthogonal features and classifier. In the texture-rich iris image database UPOL, our method achieves higher discriminability than state-of-the-art approaches. But our algorithm does not perform well in the CASIA database whose images are less textured. Then the value of our work is demonstrated by providing complementary information to the state-of-the-art iris recognition systems. After simple fusion with our method, the equal error rate of Daugman's algorithm could be halved. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods |
| 研究领域[WOS] | Computer Science |
| 关键词[WOS] | RECOGNITION |
| 收录类别 | ISTP ; SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000235768300049 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9269]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | Chinese Acad Sci, Inst Automat, Ctr Biometr & Secur Res, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Sun, ZN,Tan, TN,Qiu, XC,et al. Graph matching iris image blocks with local binary pattern[J]. ADVANCES IN BIOMETRICS, PROCEEDINGS,2006,3832:366-372. |
| APA | Sun, ZN,Tan, TN,Qiu, XC,Zhang, D,&Jain, AK.(2006).Graph matching iris image blocks with local binary pattern.ADVANCES IN BIOMETRICS, PROCEEDINGS,3832,366-372. |
| MLA | Sun, ZN,et al."Graph matching iris image blocks with local binary pattern".ADVANCES IN BIOMETRICS, PROCEEDINGS 3832(2006):366-372. |
入库方式： OAI收割
来源：自动化研究所
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