Biometric Identifier Based on Hand and Hand-Written Signature Contour Information

被引：0

作者：

Pitters-Figueroa, Fernando A. ^{[1
]}

Travieso, Carlos M. ^{[1
]}

Dutta, Malay Kishore ^{[2
]}

Singh, Anushikha ^{[2
]}

机构：

[1] Univ Las Palmas Gran Canaria, IDETIC, Signals & Commun Dept, Las Palmas Gran Canaria, Spain

[2] Amity Univ, Dept Elect & Commun Engn, Noida, India

来源：

2017 TENTH INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING (IC3) | 2017年

关键词：

biometrics; identification; hand shape; handwritten signature; classification; pattern recognition; MODELS;

D O I：

暂无

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

The present work presents a biometric identifier system using the combination of two different features: hands shape (finger lengths and width) and hand-written signature contour. Signature database contains 300 different signers with 24 signatures and the hand database has 144 owners with 10 images. The study covers three different classifiers: Hidden Markov Models (HMM), Support Vector Machines (SVM) and a combination of both using the Fisher Kernel. Systems are evaluated separately and in conjunction, giving in each case 100% of identification success rate for the combined classifier. The combination of features gives better results when reducing the training set than the independent systems.

引用

页码：43 / 48

页数：6

共 50 条

[31] EMG Biometric Systems Based on Different Wrist-Hand Movements [J].

Raurale, Sumit A. ;

McAllister, John ;

Rincon, Jesus Martinez Del .

IEEE ACCESS, 2021, 9 (09) :12256-12266

[32] Biometric Authentication Based on EMG Hand Gestures Signals Using CNN [J].

Gursoy, Mehmet Ismail .

ELEKTRONIKA IR ELEKTROTECHNIKA, 2024, 30 (02) :54-62

[33] Hand Tremor Based Biometric Recognition Using Leap Motion Device [J].

Atas, Musa .

IEEE ACCESS, 2017, 5 :23320-23326

[34] Multimodal biometric system based on hand geometry and palm print texture [J].

Ferrer, Miguel A. ;

Travieso, Carlos M. ;

Alonso, Jesus B. .

2006: 40TH ANNUAL IEEE INTERNATIONAL CARNAHAN CONFERENCES SECURITY TECHNOLOGY, PROCEEDINGS, 2006, :92-+

[35] INFLUENCE OF THE PEGS NUMBER AND DISTRIBUTION ON A BIOMETRIC DEVICE BASED ON HAND GEOMETRY [J].

Ferrer, Miguel A. ;

Morales, Aythami ;

Travieso, Carlos M. ;

Alonso, Jesus B. .

42ND ANNUAL 2008 IEEE INTERNATIONAL CARNAHAN CONFERENCE ON SECURITY TECHNOLOGY, PROCEEDINGS, 2008, :221-225

[36] PCANet based biometric system with fusion of palmprint and dorsal hand vein [J].

Kaur, Surinder ;

Chaudhary, Gopal ;

Kumar, Javalkar Dinesh .

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2022, 42 (02) :841-849

[37] A new hand shape biometric verification method based on curve fitting [J].

1870, Science Press, Beijing, China (42) :1870-1875

[38] Hand shape contour tracking method based on directional gradient extremum [J].

Yuan W.-Q. ;

Dong Q. ;

Sang H.-F. .

Guangxue Jingmi Gongcheng/Optics and Precision Engineering, 2010, 18 (07) :1675-1683

[39] A System for Signature Verification Based on Horizontal and Vertical Components in Hand Gestures [J].

Oh, Beom-Seok ;

Jeon, Jehyoung ;

Toh, Kar-Ann ;

Teoh, Andrew Beng Jin ;

Kim, Jaihie .

IEEE INTELLIGENT SYSTEMS, 2013, 28 (06) :52-55

[40] Bimodal biometric system for hand shape and palmprint recognition based on SIFT sparse representation [J].

Charfi, Nesrine ;

Trichili, Hanene ;

Alimi, Adel M. ;

Solaiman, Basel .

MULTIMEDIA TOOLS AND APPLICATIONS, 2017, 76 (20) :20457-20482

← 1 2 3 4 5 →