Efficient classification with sparsity augmented collaborative representation.
Naveed AkhtarFaisal ShafaitAjmal S. MianPublished in: Pattern Recognit. (2017)
Keyphrases
- classification accuracy
- pattern recognition
- image classification
- automatic classification
- classification scheme
- image representation
- feature representation
- text classification
- pattern classification
- feature vectors
- classification models
- classification process
- feature space
- training samples
- robust classification
- decision trees
- high dimensional
- classification method
- svm classifier
- loss function
- unsupervised learning
- support vector
- collaborative learning
- machine learning
- classification systems
- eeg signals
- dissimilarity representation
- classification rules
- class labels
- computationally efficient
- model selection
- denoising
- supervised learning
- training set
- similarity measure
- clustering algorithm