FPGA-based acceleration of cascaded support vector machines for embedded applications (abstract only).
Christos KyrkouChristos-Savvas BouganisTheocharis TheocharidesPublished in: FPGA (2013)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- embedded systems
- smart camera
- kernel function
- machine learning
- classification accuracy
- higher level
- cross validation
- logistic regression
- generalization ability
- radial basis function
- svm classifier
- low cost
- feature selection
- loss function
- face detection
- multi class
- support vector machine
- multi class classification
- neural network
- training examples
- hyperplane
- face recognition
- video processing
- generalization bounds
- soft margin
- artificial intelligence
- hardware architectures