CASIA OpenIR  > 09年以前成果
Fingerprint alignment using similarity histogram
Zhang, TH; Tian, J; He, YL; Cheng, JG; Yang, X; Kittler, J; Nixon, MS; Tian, Jie
Source PublicationAUDIO-BASED AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS
2003
Volume2688Issue:2003Pages:854-861
SubtypeArticle
AbstractThe 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.
KeywordSimilarity
WOS HeadingsScience & Technology ; Technology
WOS KeywordVERIFICATION ; EXTRACTION ; IMAGES
Indexed BySCI ; ISTP
Language英语
WOS Research AreaComputer Science ; Imaging Science & Photographic Technology
WOS SubjectComputer Science, Artificial Intelligence ; Computer Science, Theory & Methods ; Imaging Science & Photographic Technology
WOS IDWOS:000184940200099
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9917
Collection09年以前成果
Corresponding AuthorTian, Jie
AffiliationChinese Acad Sci, Inst Automat, Biometr Res Grp, Beijing 100080, Peoples R China
Recommended Citation
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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