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Reversible watermarking technique for fingerprint authentication based on DCT

In this paper, a new reversible and blind fingerprint image watermarking technique based on the differential method and discrete cosine transform (DCT) domains is presented. The focus is to increase the security of the fingerprint image in authentication systems. Two CTtransformed sub-vectors are em...

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Main Authors: Mohamed, Lebcir, Suryanti, Awang, Benziane, Ali
Format: Conference or Workshop Item
Language:English
English
Published: IOP Publishing 2020
Subjects:
QA76 Computer software
Online Access:http://umpir.ump.edu.my/id/eprint/27721/1/66.%20Reversible%20watermarking%20technique%20for%20fingerprint%20authentication%20based%20on%20DCT.pdf
http://umpir.ump.edu.my/id/eprint/27721/2/66.1%20Reversible%20watermarking%20technique%20for%20fingerprint%20authentication%20based%20on%20DCT.pdf
http://umpir.ump.edu.my/id/eprint/27721/
https://doi.org/10.1088/1757-899X/769/1/012070
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spelling my.ump.umpir.277212020-06-17T03:31:15Z http://umpir.ump.edu.my/id/eprint/27721/ Reversible watermarking technique for fingerprint authentication based on DCT Mohamed, Lebcir Suryanti, Awang Benziane, Ali QA76 Computer software In this paper, a new reversible and blind fingerprint image watermarking technique based on the differential method and discrete cosine transform (DCT) domains is presented. The focus is to increase the security of the fingerprint image in authentication systems. Two CTtransformed sub-vectors are employed to embed the bits of the watermark sequence in a differential scheme. The original sub-vectors are acquired by the DCT transform on the host fingerprint image. In the extraction process, a minor variance between the sub-vectors that correspond to the watermarked fingerprint image directly allows access to the embedded watermark sequence; therefore, the extraction process doesn’t require an original fingerprint. The original fingerprint image is then recovered from the watermarked fingerprint image based on the reversible watermarking technique. The similarity between the reversible fingerprint image and the original is considered, and we could extract minutiae points from it without a problem. The proposed technique is evaluated using 80 fingerprint images from 10 persons for each from FVC2002 fingerprint database. Eight fingerprint images have been taken from each person to be used as the template then the process was followed by embedding the watermark into each fingerprint image. The experimental results validate the proposed method able to give promising results in preserving the fingerprint image security. IOP Publishing 2020-02 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/27721/1/66.%20Reversible%20watermarking%20technique%20for%20fingerprint%20authentication%20based%20on%20DCT.pdf pdf en http://umpir.ump.edu.my/id/eprint/27721/2/66.1%20Reversible%20watermarking%20technique%20for%20fingerprint%20authentication%20based%20on%20DCT.pdf Mohamed, Lebcir and Suryanti, Awang and Benziane, Ali (2020) Reversible watermarking technique for fingerprint authentication based on DCT. In: 6th International Conference on Software Engineering & Computer Systems, 25 - 27 Sep. 2019 , Vistana Hotel, Kuantan, Pahang, Malaysia. pp. 1-14., 769. ISSN 1757-8981 (Print); 1757-899X (Online) https://doi.org/10.1088/1757-899X/769/1/012070
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
English
topic QA76 Computer software
spellingShingle QA76 Computer software
Mohamed, Lebcir
Suryanti, Awang
Benziane, Ali
Reversible watermarking technique for fingerprint authentication based on DCT
description In this paper, a new reversible and blind fingerprint image watermarking technique based on the differential method and discrete cosine transform (DCT) domains is presented. The focus is to increase the security of the fingerprint image in authentication systems. Two CTtransformed sub-vectors are employed to embed the bits of the watermark sequence in a differential scheme. The original sub-vectors are acquired by the DCT transform on the host fingerprint image. In the extraction process, a minor variance between the sub-vectors that correspond to the watermarked fingerprint image directly allows access to the embedded watermark sequence; therefore, the extraction process doesn’t require an original fingerprint. The original fingerprint image is then recovered from the watermarked fingerprint image based on the reversible watermarking technique. The similarity between the reversible fingerprint image and the original is considered, and we could extract minutiae points from it without a problem. The proposed technique is evaluated using 80 fingerprint images from 10 persons for each from FVC2002 fingerprint database. Eight fingerprint images have been taken from each person to be used as the template then the process was followed by embedding the watermark into each fingerprint image. The experimental results validate the proposed method able to give promising results in preserving the fingerprint image security.
format Conference or Workshop Item
author Mohamed, Lebcir
Suryanti, Awang
Benziane, Ali
author_facet Mohamed, Lebcir
Suryanti, Awang
Benziane, Ali
author_sort Mohamed, Lebcir
title Reversible watermarking technique for fingerprint authentication based on DCT
title_short Reversible watermarking technique for fingerprint authentication based on DCT
title_full Reversible watermarking technique for fingerprint authentication based on DCT
title_fullStr Reversible watermarking technique for fingerprint authentication based on DCT
title_full_unstemmed Reversible watermarking technique for fingerprint authentication based on DCT
title_sort reversible watermarking technique for fingerprint authentication based on dct
publisher IOP Publishing
publishDate 2020
url http://umpir.ump.edu.my/id/eprint/27721/1/66.%20Reversible%20watermarking%20technique%20for%20fingerprint%20authentication%20based%20on%20DCT.pdf
http://umpir.ump.edu.my/id/eprint/27721/2/66.1%20Reversible%20watermarking%20technique%20for%20fingerprint%20authentication%20based%20on%20DCT.pdf
http://umpir.ump.edu.my/id/eprint/27721/
https://doi.org/10.1088/1757-899X/769/1/012070
_version_ 1672610887985266688
score 13.211869

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