Ensemble Soft-Margin Softmax Loss for Image Classification.
Xiaobo WangShifeng ZhangZhen LeiSi LiuXiaojie GuoStan Z. LiPublished in: CoRR (2018)
Keyphrases
- soft margin
- image classification
- parameter selection
- support vector machine
- generalization ability
- support vector
- ensemble methods
- feature extraction
- bag of words
- boosting algorithms
- generalization error
- image representation
- base classifiers
- class conditional
- learning algorithm
- support vectors
- neural network
- training set
- svm classification
- class specific
- training data
- multi label
- random forests
- image features
- svm classifier
- support vector machine svm
- perceptron algorithm
- feature selection
- linearly separable
- linear classifiers
- multi class
- hyperplane
- similarity measure
- noisy data