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Digital Image Watermarking Based on DWT and SVD for Fingerprint Security

Komal Ramteke1 , Akhil Anjikar2 , Sushil Chavhan3

Section:Research Paper, Product Type: Journal Paper
Volume-7 , Issue-3 , Page no. 1073-1078, Mar-2019

CrossRef-DOI:   https://doi.org/10.26438/ijcse/v7i3.10731078

Online published on Mar 31, 2019

Copyright © Komal Ramteke, Akhil Anjikar, Sushil Chavhan . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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IEEE Style Citation: Komal Ramteke, Akhil Anjikar, Sushil Chavhan, “Digital Image Watermarking Based on DWT and SVD for Fingerprint Security,” International Journal of Computer Sciences and Engineering, Vol.7, Issue.3, pp.1073-1078, 2019.

MLA Style Citation: Komal Ramteke, Akhil Anjikar, Sushil Chavhan "Digital Image Watermarking Based on DWT and SVD for Fingerprint Security." International Journal of Computer Sciences and Engineering 7.3 (2019): 1073-1078.

APA Style Citation: Komal Ramteke, Akhil Anjikar, Sushil Chavhan, (2019). Digital Image Watermarking Based on DWT and SVD for Fingerprint Security. International Journal of Computer Sciences and Engineering, 7(3), 1073-1078.

BibTex Style Citation:
@article{Ramteke_2019,
author = {Komal Ramteke, Akhil Anjikar, Sushil Chavhan},
title = {Digital Image Watermarking Based on DWT and SVD for Fingerprint Security},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {3 2019},
volume = {7},
Issue = {3},
month = {3},
year = {2019},
issn = {2347-2693},
pages = {1073-1078},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=3968},
doi = {https://doi.org/10.26438/ijcse/v7i3.10731078}
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v7i3.10731078}
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=3968
TI - Digital Image Watermarking Based on DWT and SVD for Fingerprint Security
T2 - International Journal of Computer Sciences and Engineering
AU - Komal Ramteke, Akhil Anjikar, Sushil Chavhan
PY - 2019
DA - 2019/03/31
PB - IJCSE, Indore, INDIA
SP - 1073-1078
IS - 3
VL - 7
SN - 2347-2693
ER -

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Abstract

Protection of biometric data is gaining interest and digital watermarking techniques are used to protect the biometric data from either accidental or intentional attacks. Among all the biometric techniques, fingerprint-based identification is the oldest method which has been successfully used in numerous applications. The information used for identification or verification of a fingerprint, mainly lies in its minutiae. Advanced image watermarking is a valuable answer for the issue of data security, copyright and system security. The proposed algorithm is based on Singular Value Decomposition (SVD) and Discrete Wavelet Transform (DWT) to improve the recognition performance as well as the security of fingerprint based biometric system which will provide adequate security to fingerprint data without degrading visual quality. The algorithm converted the minutiae into binary watermark, increasing embedded information capacity. Different experiments are performed to test the effectiveness and robustness of proposed algorithm and the experimental results shows that the scheme is effective and robust against various image processing attacks. Results shows higher PSNR and NC values under general image processing.The algorithm can satisfy the transparency and robustness of the watermarking system very well and the useful information can be extracted accurately even if the fingerprint is severely degraded.

Key-Words / Index Term

Arnold transform, Digital Watermarking, DWT, Fingerprint minutiae, Normalized coefficient, Peak signal to noise ratio, SVD

References

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