Applying Immune Feature Weighted Support Vector Machine in Multi-Finger Feature Extraction in the Control of the Right-Hand Prosthetics.
Dionis A PadillaNoel B. LinsanganRosemarie V. PellegrinoChristian Carlo F. AlcazarMary Anne A IlaganKaiser Yolic Emmanuel M. LagundiPublished in: ICBET (2023)
Keyphrases
- support vector machine
- feature vectors
- feature extraction
- feature selection
- feature set
- svm classifier
- support vector machine svm
- svm classification
- feature representation
- image classification
- multi class
- preprocessing
- training data
- kernel principal component analysis
- feature fusion
- wavelet transform
- image feature extraction
- frequency domain
- face recognition
- hand motion
- weight vector
- human hand
- preprocessing step
- k nearest neighbor
- image features
- evolutionary algorithm
- feature space
- support vector
- similarity measure
- linear discriminant analysis
- degrees of freedom
- control strategy
- classification method
- extracted features
- knn
- learning algorithm