Improving iris recognition accuracy via cascaded classifiers
文献类型：期刊论文
| 作者 | Sun, ZN ; Wang, YH; Tan, TN; Cui, JL; Zhang, D; Jain, AK
|
| 刊名 | BIOMETRIC AUTHENTICATION, PROCEEDINGS
 |
| 出版日期 | 2004 |
| 卷号 | 3072页码:418-425 |
| 英文摘要 | As a reliable approach to human identification, iris recognition has received increasing attention in recent years. In the literature of iris recognition, local feature of image details has been verified as an efficient iris signature. But measurements from minutiae are easily affected by noises, which greatly limits the system's accuracy. When the matching score between two intra-class iris images is near the local feature based classifier's (LFC) decision boundary, the poor quality iris images are usually involved in matching. Then a novel iris blob matching algorithm is resorted to make the recognition decision which is more robust than the LFC in the noisy environment. The extensive experimental results demonstrate that the cascading scheme significantly outperforms individual classifier in terms of accuracy and robustness. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods ; Imaging Science & Photographic Technology |
| 研究领域[WOS] | Computer Science ; Imaging Science & Photographic Technology |
| 关键词[WOS] | WAVELET TRANSFORM |
| 收录类别 | ISTP ; SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000222868800058 |
| 公开日期 | 2015-09-22 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/7974]  |
| 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, Ctr Biometr Authenticat & Testing, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Sun, ZN,Wang, YH,Tan, TN,et al. Improving iris recognition accuracy via cascaded classifiers[J]. BIOMETRIC AUTHENTICATION, PROCEEDINGS,2004,3072:418-425. |
| APA | Sun, ZN,Wang, YH,Tan, TN,Cui, JL,Zhang, D,&Jain, AK.(2004).Improving iris recognition accuracy via cascaded classifiers.BIOMETRIC AUTHENTICATION, PROCEEDINGS,3072,418-425. |
| MLA | Sun, ZN,et al."Improving iris recognition accuracy via cascaded classifiers".BIOMETRIC AUTHENTICATION, PROCEEDINGS 3072(2004):418-425. |
入库方式： OAI收割
来源：自动化研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。