SVM Training Time Reduction using Vector Quantization.
Gilles LebrunChristophe CharrierHubert CardotPublished in: ICPR (1) (2004)
Keyphrases
- vector quantization
- svm training
- image compression
- generalization ability
- vector quantizer
- support vector machine
- distortion measure
- svm classification
- training procedure
- kernel methods
- stochastic gradient descent
- decomposition method
- support vectors
- computer vision
- multiresolution
- training set
- support vector
- training data
- feature extraction