PICS: Private Image Classification with SVM.
Eleftheria MakriDragos RotaruNigel P. SmartFrederik VercauterenPublished in: IACR Cryptol. ePrint Arch. (2017)
Keyphrases
- image classification
- svm classifier
- svm classification
- support vector machine svm
- support vector
- support vector machine
- bag of words
- image representation
- feature extraction
- classifier training
- visual features
- knn
- image features
- multi class
- kernel function
- multi label
- support vectors
- training data
- generalization ability
- privacy preserving
- multi class svm
- feature selection
- hyperplane
- class specific
- bag of features
- private data
- training set
- visual words
- feature vectors
- classification algorithm
- sparse representation
- sparse coding
- object detection
- object recognition
- maximum margin
- text classifiers
- multiscale
- machine learning
- fold cross validation
- scene classification
- k nearest neighbor
- feature space
- ls svm
- private information
- training process
- data points
- logistic regression