CASIA OpenIR  > 09年以前成果
Multi-scale palmprint recognition using registration information and 2D Gabor feature
Li, L; Tian, J; Hi, YL; Yang, X; Singh, S; Singh, M; Apte, C; Perner, P; Tian, Jie
Source PublicationPATTERN RECOGNITION AND IMAGE ANALYSIS, PT 2, PROCEEDINGS
2005
Volume3687Issue:2005Pages:127-135
SubtypeArticle
AbstractThis paper describes a novel method for palmprint recognition based on registration information and 2D Gabor features. After preprocessing, a unified coordinate system is constructed for each palmprint image and used to guide ROI extraction. A multi-scale matching strategy is employed to match registration information and 2D Gabor features. In the first two levels, registration information is extracted and used to measure the global similarity between two palmprint patterns. In the third level, two palmprints are aligned with their registration information and then are matched using their corresponding Gabor features. The experimental results demonstrate the effectiveness of the method.
KeywordMulti-scale
WOS HeadingsScience & Technology ; Technology
WOS KeywordFEATURE-EXTRACTION ; IDENTIFICATION
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:000232249700015
Citation statistics
Cited Times:1[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9119
Collection09年以前成果
Corresponding AuthorTian, Jie
AffiliationChinese Acad Sci, Grad Sch, Inst Automat, Key Lab Complex Syst & Intelligence Sci,Ctr Biome, Beijing 100080, Peoples R China
Recommended Citation
GB/T 7714
Li, L,Tian, J,Hi, YL,et al. Multi-scale palmprint recognition using registration information and 2D Gabor feature[J]. PATTERN RECOGNITION AND IMAGE ANALYSIS, PT 2, PROCEEDINGS,2005,3687(2005):127-135.
APA Li, L.,Tian, J.,Hi, YL.,Yang, X.,Singh, S.,...&Tian, Jie.(2005).Multi-scale palmprint recognition using registration information and 2D Gabor feature.PATTERN RECOGNITION AND IMAGE ANALYSIS, PT 2, PROCEEDINGS,3687(2005),127-135.
MLA Li, L,et al."Multi-scale palmprint recognition using registration information and 2D Gabor feature".PATTERN RECOGNITION AND IMAGE ANALYSIS, PT 2, PROCEEDINGS 3687.2005(2005):127-135.
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