Hardware-efficient robust biometric identification from 0.58 second template and 12 features of limb (Lead I) ECG signal using logistic regression classifier.
Md. Nazmus SahadatEddie L. JacobsBashir I. MorshedPublished in: EMBC (2014)
Keyphrases
- logistic regression
- ecg signals
- biometric identification
- linear svm
- support vector
- decision trees
- hand geometry
- feature set
- feature space
- linear support vector machines
- naive bayes
- classification accuracy
- svm classifier
- logistic regression models
- extracted features
- feature extraction
- extracting features
- feature selection
- bayesian classifier
- feature vectors
- training data
- matching algorithm
- loss function
- medical images
- image processing
- feature subset
- class labels
- feature representation
- classification trees
- principal component analysis
- support vector machine
- machine learning