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
2005
发表期刊PATTERN RECOGNITION AND IMAGE ANALYSIS, PT 2, PROCEEDINGS
卷号3687期号:2005页码:127-135
文章类型Article
摘要This 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.
关键词Multi-scale
WOS标题词Science & Technology ; Technology
关键词[WOS]FEATURE-EXTRACTION ; IDENTIFICATION
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:000232249700015
引用统计
被引频次:1[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9119
专题09年以前成果
通讯作者Tian, Jie
作者单位Chinese Acad Sci, Grad Sch, Inst Automat, Key Lab Complex Syst & Intelligence Sci,Ctr Biome, Beijing 100080, Peoples R China
推荐引用方式
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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