Society 5.0 and the Future of Emerging Computational Technologies

14 Finger Vein Authentication Using Convolutional Neural Networks and Feature Extraction

Prasannavenkatesan Theerthagiri and C. Gopala Krishnan

DOI: 10.1201/9781003184140-14

CONTENTS

14.1 Introduction

14.2 Finger Vein Authentication Methods

14.3 Proposed Work

14.3.1 Database Description

14.3.2 Learning Strategy

14.3.3 Training Options and Configuration

14.3.4 Architecture of the Proposed CNN

14.4 Results Evaluation

14.4.1 Performance Comparison and Discussion

14.5 Conclusion and Future Work

References

14.1 Introduction

The biometric is a physiological and behavioral attribute that is unique for every individual. Physiological biometric refers to physical measurements of the human body, such as the face, fingerprint, finger vein, palm vein, ...