Convolutional neural networks approach for multimodal biometric identification system using the fusion of fingerprint, finger-vein and face images.
El mehdi CherratRachid AlaouiHassane BouzahirPublished in: PeerJ Comput. Sci. (2020)
Keyphrases
- face images
- biometric identification
- multimodal biometrics
- finger vein
- personal identification
- biometric systems
- fingerprint identification
- iris recognition
- fusion scheme
- fingerprint recognition
- face recognition
- feature extraction
- human faces
- palmprint
- facial expressions
- fingerprint verification
- low resolution
- principal component analysis
- feature vectors
- facial features
- feature points
- high resolution
- training set
- feature representation
- input image
- infrared images
- image processing
- sparse representation
- detection method