Multimodal biometric identification based on overlapped fingerprints, palm prints, and finger knuckles using BM-KMA and CS-RBFNN techniques in forensic applications.
Jyothi JohnsonR. ChitraPublished in: Vis. Comput. (2024)
Keyphrases
- biometric identification
- palmprint
- biometric systems
- rbfnn
- personal identification
- multimodal biometrics
- radial basis function neural network
- fingerprint identification
- sensitivity analysis
- orientation field
- function approximation
- rbf neural network
- fingerprint recognition
- radial basis function
- feature extraction
- pattern classification
- hybrid algorithm
- neural network
- generalization ability
- fingerprint verification
- hybrid method
- extracted features
- gabor filters
- hidden layer
- rbf network
- recognition algorithm
- region of interest
- poor quality
- low resolution
- fingerprint images
- spatial domain
- partial least squares
- fingerprint matching
- reinforcement learning
- multiresolution
- support vector machine
- learning algorithm
- computer vision
- feature selection
- image segmentation
- artificial neural networks
- high resolution
- co occurrence
- particle swarm optimization
- support vector machine svm
- back propagation
- data fusion
- multilayer perceptron