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research-article

GridLDA of Gabor wavelet features for palmprint identification

Authors:

Hoang Thien Van,

Thai Hoang LeAuthors Info & Claims

SoICT '12: Proceedings of the 3rd Symposium on Information and Communication Technology

Pages 125 - 134

https://doi.org/10.1145/2350716.2350736

Published: 23 August 2012 Publication History

Abstract

In this paper, we propose a novel palmprint recognition algorithm based on using GridLDA for Gabor wavelet features. Our proposed method includes two main steps for palmprint feature extraction: (1) Local invariant features are extracted by computing the Gabor wavelet Engergy of the original images that handles the palm structure and the variations of illumination. (2) An improved two-dimensional Linear Discriminant Analysis, called GridLDA, is then applied to further remove redundant information and form a discriminant representation more suitable for palmprint recognition. The experimental results for the identification on public database of Hong Kong Polytechnic University (PolyU) demonstrate the effectiveness of the proposed method.

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Cited By

Van HHung KVan GThi QLe T(2019)Palmprint Recognition Using Discriminant Local Line Directional RepresentationAdvanced Computational Methods for Knowledge Engineering10.1007/978-3-030-38364-0_19(208-217)Online publication date: 20-Dec-2019
https://doi.org/10.1007/978-3-030-38364-0_19
Rostami HBlue JYugma CPinaton J(2017)Equipment health modeling for deterioration prognosis and fault signatures diagnosis2017 28th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC)10.1109/ASMC.2017.7969260(357-362)Online publication date: May-2017
https://doi.org/10.1109/ASMC.2017.7969260
Van HLe TDinh T(2015)Efficient palmprint identification using novel symmetry filter and alignment refinementInternational Journal of Biometrics10.1504/IJBM.2015.0719437:3(213-225)Online publication date: 1-Sep-2015
https://dl.acm.org/doi/10.1504/IJBM.2015.071943
Show More Cited By

Index Terms

GridLDA of Gabor wavelet features for palmprint identification
1. Computing methodologies
  1. Artificial intelligence
    1. Computer vision
      1. Computer vision representations
  2. Machine learning
    1. Machine learning algorithms
      1. Feature selection

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Information

Published In

cover image ACM Other conferences

SoICT '12: Proceedings of the 3rd Symposium on Information and Communication Technology

August 2012

290 pages

ISBN:9781450312325

DOI:10.1145/2350716

Conference Chair:
Giang Nguyen Trong
HUST, Vietnam
,
General Chairs:
Ladislave Hluchy
Slovak Academy of Sciences, Slovakia
,
Thang Huynh Quyet
HUST, Vietnam
,
Program Chairs:
Eric Castelli
MICA, France-Vietnam
,
Khanh Tran Duc
HUST, Vietnam
,
Mai Luong Chi
IoIT, VAST, Vietnam
,
Viet Tran
Slovak Academy of Sciences, Slovakia

Copyright © 2012 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 23 August 2012

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SoICT '12

SoICT '12: Symposium on Information and Communication Technology 2012

August 23 - 24, 2012

Ha Long, Vietnam

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Overall Acceptance Rate 147 of 318 submissions, 46%

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Cited By

Van HHung KVan GThi QLe T(2019)Palmprint Recognition Using Discriminant Local Line Directional RepresentationAdvanced Computational Methods for Knowledge Engineering10.1007/978-3-030-38364-0_19(208-217)Online publication date: 20-Dec-2019
https://doi.org/10.1007/978-3-030-38364-0_19
Rostami HBlue JYugma CPinaton J(2017)Equipment health modeling for deterioration prognosis and fault signatures diagnosis2017 28th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC)10.1109/ASMC.2017.7969260(357-362)Online publication date: May-2017
https://doi.org/10.1109/ASMC.2017.7969260
Van HLe TDinh T(2015)Efficient palmprint identification using novel symmetry filter and alignment refinementInternational Journal of Biometrics10.1504/IJBM.2015.0719437:3(213-225)Online publication date: 1-Sep-2015
https://dl.acm.org/doi/10.1504/IJBM.2015.071943
Thien Van HHoang Le T(2015)Efficient Palmprint Search Based on Database Clustering for Personal IdentificationKnowledge and Systems Engineering10.1007/978-3-319-11680-8_31(393-404)Online publication date: 2015
https://doi.org/10.1007/978-3-319-11680-8_31
Van HLe T(2014)On Discriminant Orientation Extraction Using GridLDA of Line Orientation Maps for Palmprint IdentificationKnowledge and Systems Engineering10.1007/978-3-319-02741-8_21(237-248)Online publication date: 2014
https://doi.org/10.1007/978-3-319-02741-8_21

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