A novel FPGA-based SVM classifier.
Markos PapadonikolakisChristos-Savvas BouganisPublished in: FPT (2010)
Keyphrases
- svm classifier
- support vector machine
- support vector machine svm
- image classification
- support vector
- feature vectors
- application specific
- training set
- support vectors
- linear classifiers
- semi supervised
- kernel function
- hardware design
- svm classification
- hyperplane
- decision function
- informative features
- field programmable gate array
- feature subset
- image features
- selected features
- pattern recognition
- text mining
- hardware implementation
- multi class
- object recognition
- fold cross validation
- feature extraction
- feature selection
- real world