UM
Precision direction and compact surface type representation for 3D palmprint identification
Fei, Lunke1; Zhang, Bob2; Xu, Yong3; Jia, Wei4; Wen, Jie3; Wu, Jigang1
2019-03
Source PublicationPATTERN RECOGNITION
ISSN0031-3203
Volume87Pages:237-247
Abstract

Compared with its 2D counterpart, a 3D palmprint image contains not only the 3D structure-based but also the 2D texture-based features of the palmprint. In this paper, we propose a precision direction code and compact surface type (PDCST) method for 3D palmprint representation and identification. Specifically, we propose the precision direction code (PDC) to depict the 2D texture-based features by exploiting not only the visible but also the potential direction features of the palmprint. Moreover, we use a simple yet efficient compact surface type (CST) to represent the 3D structure-based features of the palmprint. We combine the PDC and CST forming the PDCST descriptor to represent the multiple level and multiple dimensional features of 3D palmprint images. The two-phase sparse representation scheme is used to perform PDCST-based feature identification. Extensive inter-comparative and intra-comparative experimental results on three widely used palmprint databases clearly demonstrate the effectiveness of the proposed method. (C) 2018 Elsevier Ltd. All rights reserved.

KeywordBiometrics 3d Palmprint Identification Precision Direction Extraction Compact Surface Type
DOI10.1016/j.patcog.2018.10.018
URLView the original
Indexed BySCI
Language英语
WOS Research AreaComputer Science ; Engineering
WOS SubjectComputer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
WOS IDWOS:000453338200020
PublisherELSEVIER SCI LTD
Fulltext Access
Citation statistics
Cited Times [WOS]:1   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionUniversity of Macau
Corresponding AuthorXu, Yong
Affiliation1.Guangdong Univ Technol, Sch Comp Sci & Technol, Guangzhou, Guangdong, Peoples R China;
2.Univ Macau, Dept Comp & Informat Sci, Taipa, Macau, Peoples R China;
3.Harbin Inst Technol Shenzhen, Sch Comp Sci & Technol, Shenzhen, Peoples R China;
4.Hefei Univ Technol, Sch Comp & Informat, Hefei, Anhui, Peoples R China
Recommended Citation
GB/T 7714
Fei, Lunke,Zhang, Bob,Xu, Yong,et al. Precision direction and compact surface type representation for 3D palmprint identification[J]. PATTERN RECOGNITION,2019,87:237-247.
APA Fei, Lunke,Zhang, Bob,Xu, Yong,Jia, Wei,Wen, Jie,&Wu, Jigang.(2019).Precision direction and compact surface type representation for 3D palmprint identification.PATTERN RECOGNITION,87,237-247.
MLA Fei, Lunke,et al."Precision direction and compact surface type representation for 3D palmprint identification".PATTERN RECOGNITION 87(2019):237-247.
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