NDLI: Extraction of unrestricted palm patterns in a 3D environment and its application in biometrics

Content Provider	IEEE Xplore Digital Library
Author	Baykal, E. Ekinci, M.
Copyright Year	2015
Description	Author affiliation: Bilgisayar Muhendisligi Bolumu, Karadeniz Teknik Univ., Trabzon, Turkey (Baykal, E.; Ekinci, M.)
Abstract	With the increase of the studies on palmprint recognition for the last 10 years, they are faced with the problems that arise from unrestricted pose (different angles and distances) of the biometrics. In this study, on the purpose of increase recognition success on palmprint recognition systems, a new approach based on geometric correction of palm region's pose is presented and system success is analyzed using current approaches. Hand's 3D pose is determined using depth information which is based on detection of matching points and camera calibration and image is transformed 2D plane with geometric image transformations. Unrestricted palm pattern selection is performed with Active Appearance Model (AAM) on images transformed 2D plane. In this study, 86% recognition performance is achieved on unrestricted but uncorrected patterns. With the proposed method, the recognition performance on palmprint patterns, which are calculated from the same palmprint images by 3D pose estimation and correction, has risen to 93%.
Starting Page	1749
Ending Page	1752
File Size	398497
Page Count	4
File Format	PDF
ISBN	9781467373869
DOI	10.1109/SIU.2015.7130191
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-05-16
Publisher Place	Turkey
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Reactive power Three-dimensional displays Biometrics (access control) Conferences Palmprint Recognition Pattern recognition Active Appearance Model Active appearance model Geometric Image Transformations
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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