Palmprint Authentication System Based on Local and Global Feature Fusion Using DOST
Joint Authors
Kumar, N. B. Mahesh
Premalatha, K.
Source
Journal of Applied Mathematics
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-12-31
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
Palmprint is the region between wrist and fingers.
In this paper, a palmprint personal identification system is proposed based on the local and global information fusion.
The local and global information is critical for the image observation based on the results of the relationship between physical stimuli and perceptions.
The local features of the enhanced palmprint are extracted using discrete orthonormal Stockwell transform.
The global feature is obtained by reducing the scale of discrete orthonormal Stockwell transform to infinity.
The local and global matching distances of the two palmprint images are fused to get the final matching distance of the proposed scheme.
The results show that the fusion of local and global features outperforms the existing works on the available three datasets.
American Psychological Association (APA)
Kumar, N. B. Mahesh& Premalatha, K.. 2014. Palmprint Authentication System Based on Local and Global Feature Fusion Using DOST. Journal of Applied Mathematics،Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-1039800
Modern Language Association (MLA)
Kumar, N. B. Mahesh& Premalatha, K.. Palmprint Authentication System Based on Local and Global Feature Fusion Using DOST. Journal of Applied Mathematics No. 2014 (2014), pp.1-11.
https://search.emarefa.net/detail/BIM-1039800
American Medical Association (AMA)
Kumar, N. B. Mahesh& Premalatha, K.. Palmprint Authentication System Based on Local and Global Feature Fusion Using DOST. Journal of Applied Mathematics. 2014. Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-1039800
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1039800