De-correlating CNN Features for Generative Classification.
Chaitanya DesaiJayan EledathHarpreet S. SawhneyMayank BansalPublished in: WACV (2015)
Keyphrases
- feature vectors
- feature set
- feature extraction
- feature space
- classification process
- classification method
- pattern recognition
- extracted features
- classification accuracy
- feature construction
- class labels
- svm classifier
- classification models
- benchmark datasets
- convolutional neural network
- pattern classification
- discriminative learning
- feature analysis
- gender classification
- extracting features
- feature representation
- support vector machine
- support vector machine svm
- high dimensionality
- feature reduction
- image features
- decision trees
- machine learning
- irrelevant features
- features extraction
- feature weights
- decision tree classifiers
- feature extraction and classification
- classification algorithm
- image classification
- discriminatively trained
- neural network
- prior knowledge
- feature selection
- training set
- feature values
- eeg signals
- classification scheme
- feature selection algorithms
- feature subset
- principal component analysis
- co occurrence
- text classification
- generative model