Driver identification using finger-vein patterns with Radon transform and neural network

  title={Driver identification using finger-vein patterns with Radon transform and neural network},
  author={J. Wu and Siou-Huan Ye},
  journal={Expert Syst. Appl.},
  • J. Wu, Siou-Huan Ye
  • Published 2009
  • Computer Science
  • Expert Syst. Appl.
  • A driver identification system using finger-vein technology and an artificial neural network is presented in this paper. The principle of the proposed system is based on the function of near infra-red finger-vein patterns for biometric authentication. Finger-vein patterns are required by transmitting near infra-red through a finger and capturing the image with an infra-red CCD camera. The algorithm of the proposed system consists of a combination of feature extraction using Radon transform and… CONTINUE READING
    Finger-vein pattern identification using SVM and neural network technique
    • 78
    Human Identification Using Finger Images
    • 378
    • PDF
    Finger-vein biometric identification using convolutional neural network
    • 48
    • Highly Influenced
    • PDF
    User identification based on finger-vein patterns for consumer electronics devices
    • 95
    • Highly Influenced
    Convolutional Neural Network-Based Finger-Vein Recognition Using NIR Image Sensors
    • 54
    • PDF
    Finger-vein ROI localization and vein ridge enhancement
    • 140
    • PDF


    Publications referenced by this paper.
    A study of hand vein recognition method
    • 151
    Training radial basis neural networks with the extended Kalman filter
    • 148
    • PDF
    Speaker identification and verification using Gaussian mixture speaker models
    • 1,283
    Face recognition approach based on rank correlation of Gabor-filtered images
    • 109
    Sampling the 2-D Radon transform
    • 161
    An Overview of Leading Biometrics Technologies Used for Human Identity
    • 12