Fingerprint image watermarking in spatial, frequency and multiresolution domain: techniques and challenges

Fingerprint biometric system has been used as a personal authentication in many fields including law enforcement, business, etc. Fingerprint digital watermarking technique is implemented to increase the fingerprint security in terms of its originality. Thus, a number of related research studies have...

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Main Authors:	Lebcir, Mohamed, Suryanti, Awang
Format:	Conference or Workshop Item
Language:	English
Published:	Universiti Malaysia Pahang 2018
Subjects:	QA76 Computer software
Online Access:	http://umpir.ump.edu.my/id/eprint/23029/ http://umpir.ump.edu.my/id/eprint/23029/ http://umpir.ump.edu.my/id/eprint/23029/7/Fingerprint%20Image%20Watermarking%20in%20Spatial1.pdf

id	ump-23029
recordtype	eprints
spelling	ump-230292019-07-24T08:17:53Z http://umpir.ump.edu.my/id/eprint/23029/ Fingerprint image watermarking in spatial, frequency and multiresolution domain: techniques and challenges Lebcir, Mohamed Suryanti, Awang QA76 Computer software Fingerprint biometric system has been used as a personal authentication in many fields including law enforcement, business, etc. Fingerprint digital watermarking technique is implemented to increase the fingerprint security in terms of its originality. Thus, a number of related research studies have been analyzed in this paper. Three embedding domains are more commonly studied which are spatial domain, frequency domain and the multiresolution domain. These are used to implement the watermarking technique in fingerprint images. The strength and weakness of each technique in these embedding domains are discussed in this paper. This paper is categorized based on the domains. The most appropriate domain to implement the digital watermarking in fingerprint image combines between frequency and multiresolution due to the two domain advantages. The challenges of the fingerprint digital watermarking implementation are discussed in this paper as well based on the finding of the strength and weakness. We can conclude that the main challenges of this implementation are blind and more robust against a geometric attack like translations or rotations with the aim to provide higher security and robustness without corrupting minutiae points. This is because the fingerprint features can be easily affected by the incorporated watermark. In addition, a different set of features may be introduced due to displacements and rotations of the fingerprints. Universiti Malaysia Pahang 2018-08 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/23029/7/Fingerprint%20Image%20Watermarking%20in%20Spatial1.pdf Lebcir, Mohamed and Suryanti, Awang (2018) Fingerprint image watermarking in spatial, frequency and multiresolution domain: techniques and challenges. In: Proceedings Book: National Conference for Postgraduate Research (NCON-PGR 2018), 28-29 August 2018 , Universiti Malaysia Pahang, Gambang, Pahang. pp. 1-7.. ISBN 978-967-22260-5-5 http://ncon-pgr.ump.edu.my/index.php/en/download/proceedings-book
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA76 Computer software
spellingShingle	QA76 Computer software Lebcir, Mohamed Suryanti, Awang Fingerprint image watermarking in spatial, frequency and multiresolution domain: techniques and challenges
description	Fingerprint biometric system has been used as a personal authentication in many fields including law enforcement, business, etc. Fingerprint digital watermarking technique is implemented to increase the fingerprint security in terms of its originality. Thus, a number of related research studies have been analyzed in this paper. Three embedding domains are more commonly studied which are spatial domain, frequency domain and the multiresolution domain. These are used to implement the watermarking technique in fingerprint images. The strength and weakness of each technique in these embedding domains are discussed in this paper. This paper is categorized based on the domains. The most appropriate domain to implement the digital watermarking in fingerprint image combines between frequency and multiresolution due to the two domain advantages. The challenges of the fingerprint digital watermarking implementation are discussed in this paper as well based on the finding of the strength and weakness. We can conclude that the main challenges of this implementation are blind and more robust against a geometric attack like translations or rotations with the aim to provide higher security and robustness without corrupting minutiae points. This is because the fingerprint features can be easily affected by the incorporated watermark. In addition, a different set of features may be introduced due to displacements and rotations of the fingerprints.
format	Conference or Workshop Item
author	Lebcir, Mohamed Suryanti, Awang
author_facet	Lebcir, Mohamed Suryanti, Awang
author_sort	Lebcir, Mohamed
title	Fingerprint image watermarking in spatial, frequency and multiresolution domain: techniques and challenges
title_short	Fingerprint image watermarking in spatial, frequency and multiresolution domain: techniques and challenges
title_full	Fingerprint image watermarking in spatial, frequency and multiresolution domain: techniques and challenges
title_fullStr	Fingerprint image watermarking in spatial, frequency and multiresolution domain: techniques and challenges
title_full_unstemmed	Fingerprint image watermarking in spatial, frequency and multiresolution domain: techniques and challenges
title_sort	fingerprint image watermarking in spatial, frequency and multiresolution domain: techniques and challenges
publisher	Universiti Malaysia Pahang
publishDate	2018
url	http://umpir.ump.edu.my/id/eprint/23029/ http://umpir.ump.edu.my/id/eprint/23029/ http://umpir.ump.edu.my/id/eprint/23029/7/Fingerprint%20Image%20Watermarking%20in%20Spatial1.pdf
first_indexed	2023-09-18T22:34:20Z
last_indexed	2023-09-18T22:34:20Z
_version_	1777416494849720320

Fingerprint image watermarking in spatial, frequency and multiresolution domain: techniques and challenges

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