Palm-Print Pattern Matching Based on Features Using Rabin-Karp for Person Identification
Joint Authors
Ganesan, Balakrishnan
Kanchana, S.
Source
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-12-01
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
Palm-print based individual identification is regarded as an effectual method for identifying persons with high confidence.
Palm-print with larger inner surface of hand contains many features such as principle lines, ridges, minutiae points, singular points, and textures.
Feature based pattern matching has faced the challenge that the spatial positional variations occur between the training and test samples.
To perform effective palm-print features matching, Rabin-Karp Palm-Print Pattern Matching (RPPM) method is proposed in this paper.
With the objective of improving the accuracy of pattern matching, double hashing is employed in RPPM method.
Multiple patterns of features are matched using the Aho-Corasick Multiple Feature matching procedure by locating the position of the features with finite set of bit values as an input text, improving the cumulative accuracy on hashing.
Finally, a time efficient bit parallel ordering presents an efficient variation on matching the palm-print features of test and training samples with minimal time.
Experiment is conducted on the factors such as pattern matching efficiency rate, time taken on multiple palm-print feature matching efficiency, and cumulative accuracy on hashing.
American Psychological Association (APA)
Kanchana, S.& Ganesan, Balakrishnan. 2015. Palm-Print Pattern Matching Based on Features Using Rabin-Karp for Person Identification. The Scientific World Journal،Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1078718
Modern Language Association (MLA)
Kanchana, S.& Ganesan, Balakrishnan. Palm-Print Pattern Matching Based on Features Using Rabin-Karp for Person Identification. The Scientific World Journal No. 2015 (2015), pp.1-8.
https://search.emarefa.net/detail/BIM-1078718
American Medical Association (AMA)
Kanchana, S.& Ganesan, Balakrishnan. Palm-Print Pattern Matching Based on Features Using Rabin-Karp for Person Identification. The Scientific World Journal. 2015. Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1078718
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1078718