CASIA OpenIR  > 智能感知与计算研究中心
Improving iris recognition accuracy via cascaded classifiers
Sun, ZN; Wang, YH; Tan, TN; Cui, JL; Zhang, D; Jain, AK
2004
发表期刊BIOMETRIC AUTHENTICATION, PROCEEDINGS
卷号3072页码:418-425
文章类型Article
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
关键词[WOS]WAVELET TRANSFORM
收录类别ISTP ; SCI
语种英语
WOS研究方向Computer Science ; Imaging Science & Photographic Technology
WOS类目Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods ; Imaging Science & Photographic Technology
WOS记录号WOS:000222868800058
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/7974
专题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.
条目包含的文件
条目无相关文件。
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Sun, ZN]的文章
[Wang, YH]的文章
[Tan, TN]的文章
百度学术
百度学术中相似的文章
[Sun, ZN]的文章
[Wang, YH]的文章
[Tan, TN]的文章
必应学术
必应学术中相似的文章
[Sun, ZN]的文章
[Wang, YH]的文章
[Tan, TN]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

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。