Semi-Hard Margin Support Vector Machines for Personal Authentication with an Aerial Signature Motion.
Takeshi YoshidaTakuya KitamuraPublished in: ICANN (4) (2021)
Keyphrases
- support vector
- large margin classifiers
- personal authentication
- learning machines
- maximum margin
- soft margin
- motion estimation
- support vector machine
- moving objects
- kernel function
- loss function
- space time
- camera motion
- optical flow
- image sequences
- human motion
- svm classifier
- multi class
- biometric systems
- feature selection
- hyperplane
- palmprint
- classification accuracy
- feature points
- background subtraction
- generalization ability
- generalization bounds
- video sequences
- face recognition