EEG Signal-Based Authentication: A Performance Evaluation of Feature Extraction and Classification Techniques.
Rahul NagarajanMalemsana ThokchomAbdullah Irfan SiddiquiMohammad I HusainPublished in: BigData (2023)
Keyphrases
- eeg signals
- feature extraction
- extracted features
- signal processing
- frequency analysis
- brain computer interface
- pattern classification
- feature selection
- brain activity
- preprocessing
- pattern recognition
- feature set
- feature vectors
- biometric authentication
- frequency domain
- event related potentials
- discriminant analysis
- texture analysis
- face recognition
- factor authentication
- wavelet transform
- image authentication
- authentication mechanism
- security mechanisms
- image processing
- palmprint
- dimensionality reduction
- positive and negative
- security analysis
- texture features
- eeg data
- authentication scheme
- non stationary
- image classification
- principal component analysis
- least squares
- feature space
- obstructive sleep apnea