SVMnet: Non-Parametric Image Classification Based on Convolutional Ensembles of Support Vector Machines for Small Training Sets.
Hunter GoddardLior ShamirPublished in: IEEE Access (2022)
Keyphrases
- image classification
- learning machines
- support vector
- sparse coding
- large margin classifiers
- svm classifier
- ensemble learning
- image representation
- support vector machine
- bag of words
- svm classification
- logistic regression
- feature selection
- feature extraction
- visual words
- maximum margin
- cross validation
- hyperplane
- multi label
- kernel function
- machine learning
- learning algorithm
- gaussian processes
- base classifiers
- multi class
- model selection
- probability density function
- linear combination
- generalization ability
- image features
- training examples
- classification accuracy
- decision trees
- generalization error
- gaussian process
- multi class classification
- bag of features
- multiscale
- feature ranking
- soft margin
- sparse representation