A TS Fuzzy System Learned Through a Support Vector Machine in Principal Component Space for Real-Time Object Detection.
Chia-Feng JuangGuo-Cyuan ChenPublished in: IEEE Trans. Ind. Electron. (2012)
Keyphrases
- high dimensional
- principal components
- low dimensional
- kernel space
- dimensionality reduction
- multivariate data
- support vector machine
- feature space
- parameter space
- hyperplane
- principal component analysis
- principal components analysis
- fuzzy sets
- data points
- fuzzy logic
- search space
- correlation coefficient
- null space
- principal component regression
- svm classifier
- covariance matrix
- membership functions
- fuzzy numbers
- support vector machine svm
- training data
- feature selection
- fuzzy rules
- classification method
- data sets
- linear classifiers
- feature vectors
- computer vision