Knowledge Commons of Institute of Automation,CAS
Fingerprint alignment using similarity histogram | |
Zhang, TH; Tian, J; He, YL; Cheng, JG; Yang, X; Kittler, J; Nixon, MS; Tian, Jie | |
发表期刊 | AUDIO-BASED AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS |
2003 | |
卷号 | 2688期号:2003页码:854-861 |
文章类型 | Article |
摘要 | The performance of fingerprint matching algorithm relies heavily on the accuracy of fingerprint alignment. Falsely aligning two feature sets extracted from two finger images of a fingerprint will increase the false rejection rate (FRR). In order to improve the performance of fingerprint matching algorithm, we present a new fingerprint alignment algorithm called similarity histogram approach (SHA). First, we calculate the local similarity matrix based on minutiae and associate ridges between two fingerprints. Then, similarity histograms of transformation parameters are constructed from local similarity matrix. In the end, the optimal transformation parameters are obtained using a statistical method. Experimental results on FVC databases show that our method is effective and reliable. |
关键词 | Similarity |
WOS标题词 | Science & Technology ; Technology |
关键词[WOS] | VERIFICATION ; EXTRACTION ; IMAGES |
收录类别 | SCI ; ISTP |
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:000184940200099 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/9917 |
专题 | 09年以前成果 |
通讯作者 | Tian, Jie |
作者单位 | Chinese Acad Sci, Inst Automat, Biometr Res Grp, Beijing 100080, Peoples R China |
推荐引用方式 GB/T 7714 | Zhang, TH,Tian, J,He, YL,et al. Fingerprint alignment using similarity histogram[J]. AUDIO-BASED AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,2003,2688(2003):854-861. |
APA | Zhang, TH.,Tian, J.,He, YL.,Cheng, JG.,Yang, X.,...&Tian, Jie.(2003).Fingerprint alignment using similarity histogram.AUDIO-BASED AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,2688(2003),854-861. |
MLA | Zhang, TH,et al."Fingerprint alignment using similarity histogram".AUDIO-BASED AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS 2688.2003(2003):854-861. |
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AVBPA2003 Fingerprin(304KB) | 期刊论文 | 作者接受稿 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
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