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Published in:

Volume 5 Issue 5
May-2018
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1805854


Registration ID:
182940

Page Number

671-679

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Title

A novel encryption and recognition algorithm for signature & palm print using fuzzy features

Abstract

Palm print as a biometric modality has marked its place as a secure authentication method for the application of data access. Signatures are still used as a valid personal identification method. Proper recognition algorithms with high recognition accuracy are in need. Also with the development of technology, any database is vulnerable to counterfeit and theft, thus arise the security concerns. Therefore, for enabling a high level of recognition accuracy and a high level of security we propose a novel recognition and encryption algorithm based on fuzzy logic. The features from the palm print and signature images are extracted using the Empirical Wavelet Transform on the images and then applying the concept of fuzzy logic/fuzzy entropy. The features are named as fuzzy features and fuzzy entropy features respectively. The features are then tested for recognition using SVM as a classifier.

Key Words

Biometric, Signature, Palm Print, Empirical Wavelet transform, Averaging, Fuzzy Feature, Fuzzy Logic, Fuzzy Entropy, SVM.

Cite This Article

"A novel encryption and recognition algorithm for signature & palm print using fuzzy features ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 5, page no.671-679, MAY-2018, Available :http://www.jetir.org/papers/JETIR1805854.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"A novel encryption and recognition algorithm for signature & palm print using fuzzy features ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 5, page no. pp671-679, MAY-2018, Available at : http://www.jetir.org/papers/JETIR1805854.pdf

Publication Details

Published Paper ID: JETIR1805854
Registration ID: 182940
Published In: Volume 5 | Issue 5 | Year May-2018
DOI (Digital Object Identifier):
Page No: 671-679
Country: Mangalore, Karnataka, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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