A novel semi-supervised approach for feature extraction.
Junyang QiuYanyan ZhangZhisong PanHaimin YangHuifeng RenXin LiPublished in: IJCNN (2016)
Keyphrases
- semi supervised
- feature extraction
- manifold learning
- semi supervised learning
- active learning
- pattern recognition
- preprocessing
- labeled data
- multi view
- discriminant analysis
- pairwise
- supervised learning
- unlabeled data
- pattern classification
- unsupervised learning
- image classification
- labeled and unlabeled data
- feature vectors
- image processing
- dimension reduction
- wavelet transform
- semi supervised classification
- semi supervised clustering
- feature selection
- linear feature extraction
- linear discriminant analysis
- face recognition
- similarity measure
- texture analysis
- principal component analysis
- metric learning
- pairwise constraints
- texture features
- iris recognition
- feature representation
- defect detection
- feature space
- multiresolution
- label information
- weakly supervised
- subspace learning
- co training
- extracted features
- gabor filters
- texture classification
- face images
- dimensionality reduction
- support vector machine svm
- frequency domain