Palmprint recognition using principal lines characterization

In this paper, a novel contactless Palmprint recognition system using palm print principal line-based feature extraction technique has been proposed. The discriminative Palmprint features were extracted from a pre-processed acquired images using easily available and low cost camera. Distances from e...

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Main Authors:	Rotinwa-Akinbile, M. O., Aibinu, Abiodun Musa, Salami, Momoh Jimoh Emiyoka
Format:	Conference or Workshop Item
Language:	English English
Published:	2011
Subjects:	T Technology (General)
Online Access:	http://irep.iium.edu.my/7228/ http://irep.iium.edu.my/7228/ http://irep.iium.edu.my/7228/1/Palmprint_Recognition_Using_Principal_Line_Characterization.pdf http://irep.iium.edu.my/7228/4/Palmprint_Recognition_Using_Principal_Lines_Characterization.pdf

id	iium-7228
recordtype	eprints
spelling	iium-72282012-04-25T00:42:04Z http://irep.iium.edu.my/7228/ Palmprint recognition using principal lines characterization Rotinwa-Akinbile, M. O. Aibinu, Abiodun Musa Salami, Momoh Jimoh Emiyoka T Technology (General) In this paper, a novel contactless Palmprint recognition system using palm print principal line-based feature extraction technique has been proposed. The discriminative Palmprint features were extracted from a pre-processed acquired images using easily available and low cost camera. Distances from endpoints to endpoints and point of interception to endpoints were calculated and transformed to frequency domain by the application of Discrete Fourier Transformed (DFT) technique. The extracted K-points DFT coefficients has been used as the discriminating features for recognition and identification purposes using correlation technique, power spectral matching and Euclidean distance measure. The proposed technique has been observed to be rotation, scale and translation invariant and accuracy of 100% was achieved in a 1-to-4 recognition and classification verification. 2011-12-12 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/7228/1/Palmprint_Recognition_Using_Principal_Line_Characterization.pdf application/pdf en http://irep.iium.edu.my/7228/4/Palmprint_Recognition_Using_Principal_Lines_Characterization.pdf Rotinwa-Akinbile, M. O. and Aibinu, Abiodun Musa and Salami, Momoh Jimoh Emiyoka (2011) Palmprint recognition using principal lines characterization. In: 1st International Conference on Informatics and Computational Intelligence (ICI 2011), 12-14 December 2011, Parahyangan Catholic University, Bandung, Indonesia. http://ici2011.info/
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	T Technology (General)
spellingShingle	T Technology (General) Rotinwa-Akinbile, M. O. Aibinu, Abiodun Musa Salami, Momoh Jimoh Emiyoka Palmprint recognition using principal lines characterization
description	In this paper, a novel contactless Palmprint recognition system using palm print principal line-based feature extraction technique has been proposed. The discriminative Palmprint features were extracted from a pre-processed acquired images using easily available and low cost camera. Distances from endpoints to endpoints and point of interception to endpoints were calculated and transformed to frequency domain by the application of Discrete Fourier Transformed (DFT) technique. The extracted K-points DFT coefficients has been used as the discriminating features for recognition and identification purposes using correlation technique, power spectral matching and Euclidean distance measure. The proposed technique has been observed to be rotation, scale and translation invariant and accuracy of 100% was achieved in a 1-to-4 recognition and classification verification.
format	Conference or Workshop Item
author	Rotinwa-Akinbile, M. O. Aibinu, Abiodun Musa Salami, Momoh Jimoh Emiyoka
author_facet	Rotinwa-Akinbile, M. O. Aibinu, Abiodun Musa Salami, Momoh Jimoh Emiyoka
author_sort	Rotinwa-Akinbile, M. O.
title	Palmprint recognition using principal lines characterization
title_short	Palmprint recognition using principal lines characterization
title_full	Palmprint recognition using principal lines characterization
title_fullStr	Palmprint recognition using principal lines characterization
title_full_unstemmed	Palmprint recognition using principal lines characterization
title_sort	palmprint recognition using principal lines characterization
publishDate	2011
url	http://irep.iium.edu.my/7228/ http://irep.iium.edu.my/7228/ http://irep.iium.edu.my/7228/1/Palmprint_Recognition_Using_Principal_Line_Characterization.pdf http://irep.iium.edu.my/7228/4/Palmprint_Recognition_Using_Principal_Lines_Characterization.pdf
first_indexed	2023-09-18T20:16:31Z
last_indexed	2023-09-18T20:16:31Z
_version_	1777407824491446272

Palmprint recognition using principal lines characterization

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