Color photo categorization using compressed histograms and support vector machines.
Xia FengJianzhong FangGuoping QiuPublished in: ICIP (3) (2003)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- color histogram
- color distribution
- color images
- histogram matching
- feature selection
- multi class
- color information
- logistic regression
- color space
- support vector machine
- kernel function
- cross validation
- text categorization
- hyperplane
- data structure
- histogram analysis
- spatial information
- data compression
- image database
- classification accuracy
- color descriptors
- color correction
- image categorization
- radial basis function
- aesthetic quality
- pixel intensities
- color features
- color constancy
- generalization ability
- loss function
- feature space
- feature extraction