Person identification by using 3D palmprint data

Xuefei Bai; Shujun Huang; Nan Gao; Zonghua Zhang

doi:10.1117/12.2246195

14 November 2016 Person identification by using 3D palmprint data

Xuefei Bai, Shujun Huang, Nan Gao, Zonghua Zhang

Proceedings Volume 10025, Advanced Sensor Systems and Applications VII; 100250Q (2016) https://doi.org/10.1117/12.2246195
Event: SPIE/COS Photonics Asia, 2016, Beijing, China

Abstract

Person identification based on biometrics is drawing more and more attentions in identity and information safety. This paper presents a biometric system to identify person using 3D palmprint data, including a non-contact system capturing 3D palmprint quickly and a method identifying 3D palmprint fast. In order to reduce the effect of slight shaking of palm on the data accuracy, a DLP (Digital Light Processing) projector is utilized to trigger a CCD camera based on structured-light and triangulation measurement and 3D palmprint data could be gathered within 1 second. Using the obtained database and the PolyU 3D palmprint database, feature extraction and matching method is presented based on MCI (Mean Curvature Image), Gabor filter and binary code list. Experimental results show that the proposed method can identify a person within 240 ms in the case of 4000 samples. Compared with the traditional 3D palmprint recognition methods, the proposed method has high accuracy, low EER (Equal Error Rate), small storage space, and fast identification speed.

Citation Download Citation

Xuefei Bai, Shujun Huang, Nan Gao, and Zonghua Zhang "Person identification by using 3D palmprint data", Proc. SPIE 10025, Advanced Sensor Systems and Applications VII, 100250Q (14 November 2016); https://doi.org/10.1117/12.2246195

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
8 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Feature extraction

3D image processing

Image filtering

Gaussian filters

Databases

3D metrology

Fringe analysis

Show All Keywords

Keywords/Phrases

Search In:

Publication Years