The Effect of Pre-processing on a Convolutional Neural Network Model for Dorsal Hand Vein Recognition
Omar Tarawneh,
Qotadeh Saber,
Ahmed Almaghthawi
et al.
Abstract:There are numerous techniques for identifying users, including cards, passwords, and biometrics. Emerging technologies such as cloud computing, smart gadgets, and home automation have raised users' awareness of the privacy and security of their data. The current study aimed to utilise the CNN model augmented with various pre-processing filters to create a reliable identification system based on the DHV. In addition, the proposed implementing several pre-processing filters to enhance CNN recognition accuracy. T… Show more
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