Large-scale image classification: Fast feature extraction and SVM training.
Yuanqing LinFengjun LvShenghuo ZhuMing YangTimothée CourKai YuLiangliang CaoThomas S. HuangPublished in: CVPR (2011)
Keyphrases
- svm training
- feature extraction
- generalization ability
- support vector machine svm
- support vector machine
- svm classification
- kernel methods
- stochastic gradient descent
- feature vectors
- support vectors
- image processing
- image classification
- support vector
- decomposition method
- principal component analysis
- classification method
- training algorithm
- pattern recognition
- training procedure
- face images
- loss function
- small number
- feature space
- training data
- learning algorithm