Title
Selection of discriminative sub-regions for palmprint recognition
Abstract
Palmprint recognition, as a reliable personal identification method, has received an increasing attention and became an area of intense research during recent years. In this paper, we propose a generic biometric system that can be adopted with or without contact depending on the capturing system to ensure public security based on palmprint identification. This system is based on a new global approach that focuses only on areas of the image having the most discriminating features for recognition. The presented new approach was evaluated experimentally on two large databases, namely,"CASIA-Palmprint" and "PolyU-Palmprint"; the results of this evaluation show promising results and demonstrate the effectiveness of the proposed approach.
Year
DOI
Venue
2014
10.1007/s11042-012-1109-x
Multimedia Tools Appl.
Keywords
Field
DocType
generic biometric system,discriminative sub-regions,palmprint identification,palmprint recognition,new global approach,large databases,intense research,increasing attention,reliable personal identification method,new approach,biometric
Computer vision,Pattern recognition,Computer science,Speech recognition,Artificial intelligence,Biometrics,Discriminative model,Public security,Biometric system
Journal
Volume
Issue
ISSN
68
3
1573-7721
Citations 
PageRank 
References 
8
0.44
37
Authors
3
Name
Order
Citations
PageRank
Mohamed Hammami118130.54
Salma Ben Jemaa2141.91
hanene benabdallah36513.16