Non-Mercer Kernels for SVM Object Recognition.
Sabri BoughorbelJean-Philippe TarelFrançois FleuretPublished in: BMVC (2004)
Keyphrases
- mercer kernels
- object recognition
- support vector
- decision boundary
- kernel methods
- feature space
- gaussian kernels
- support vector machine svm
- kernel function
- support vector machine
- machine learning
- learning algorithm
- knn
- computer vision
- feature selection
- multi class
- svm classifier
- pattern classification
- gaussian kernel
- hyperplane
- dimensionality reduction
- binary classification
- training set
- ls svm
- input space
- training data
- training samples
- text classification
- image features
- feature vectors
- special case
- data sets
- multi class classification
- feature set
- data points