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Combining weighted linear project analysis with orientation diffusion for fingerprint orientation field reconstruction

文献类型：期刊论文

作者Bian, Weixin1,2,3; Ding, Shifei1,2; Xue, Yu4
刊名INFORMATION SCIENCES
出版日期2017-08-01
卷号396页码:55-71
ISSN号0020-0255
关键词Fingerprint orientation reconstruction Weighted linear projection analysis Quality assessment Orientation diffusion
DOI10.1016/j.ins.2017.02.043
英文摘要This paper presents a novel algorithm for reconstructing the fingerprint orientation field (FOF). The basic idea of the algorithm is to reconstruct the FOF by combining weighted linear project analysis with orientation diffusion. We first compute the weight values of point gradients according to the similarity of point orientations. In the second procedure, the qualities of blocks are assessed by the coherence of point orientations, and then the block orientation with high quality are estimated by the weighted linear projection analysis based on the vector set of point gradients. The fingerprint blocks that will be reconstructed is selected by the priority of them in the third procedure. In the end, the FOF is reconstructed by orientation diffusion based on the reconstruction priorities of blocks. To validate the performance, the proposed method has been applied to fingerprint enhancement, fingerprint singularity detection, fingerprint minutiae extraction and fingerprint matching using the FVC2000 and FVC2004 databases. The experiments show that the proposed method is more accurate and more reliable, and it is more robust against noise. (C) 2017 Elsevier Inc. All rights reserved.
资助项目Anhui Provincial Natural Science Foundation[1708085MF145] ; National Natural Science Foundation of China[61379101] ; National Natural Science Foundation of China[61672522] ; National Basic Research Program of China[2013CB329502] ; Priority Academic Program Development of Jiangsu Higer Education Institutions (PAPD) ; Jiangsu Collaborative Innovation Center on Atmospheric Environment and Equipment Technology(CICAEET)
WOS研究方向Computer Science
语种英语
出版者ELSEVIER SCIENCE INC
WOS记录号WOS:000397379000005
源URL[http://119.78.100.204/handle/2XEOYT63/7299]  
专题中国科学院计算技术研究所期刊论文_英文
通讯作者Ding, Shifei
作者单位1.China Univ Min & Technol, Sch Comp Sci & Technol, Xuzhou 221116, Peoples R China
2.Chinese Acad Sci, Inst Comp Technol, Key Lab Intelligent Informat Proc, Beijing 100190, Peoples R China
3.Anhui Normal Univ, Sch Math & Comp Sci, Wuhu 241003, Peoples R China
4.Nanjing Univ Informat Sci & Technol, Sch Comp & Software, Nanjing 210044, Jiangsu, Peoples R China
推荐引用方式
GB/T 7714		 Bian, Weixin,Ding, Shifei,Xue, Yu. Combining weighted linear project analysis with orientation diffusion for fingerprint orientation field reconstruction[J]. INFORMATION SCIENCES,2017,396:55-71.
APA Bian, Weixin,Ding, Shifei,&Xue, Yu.(2017).Combining weighted linear project analysis with orientation diffusion for fingerprint orientation field reconstruction.INFORMATION SCIENCES,396,55-71.
MLA Bian, Weixin,et al."Combining weighted linear project analysis with orientation diffusion for fingerprint orientation field reconstruction".INFORMATION SCIENCES 396(2017):55-71.

入库方式： OAI收割

来源：计算技术研究所

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