Image Classification via Semi-supervised Feature Extraction with Out-of-Sample Extension.
Fadi DornaikaYoussof El TraboulsiBlanca CasesAmmar AssoumPublished in: ISVC (1) (2014)
Keyphrases
- image classification
- feature extraction
- semi supervised
- manifold learning
- visual features
- semi supervised learning
- labeled data
- bag of words
- feature vectors
- pairwise
- supervised learning
- unlabeled data
- preprocessing
- sparse coding
- texture analysis
- image representation
- frequency domain
- dimension reduction
- dimensionality reduction
- extracted features
- multi label
- image processing
- texture classification
- co training
- multi view
- principal component analysis
- wavelet transform
- image features
- active learning
- prior knowledge
- feature space
- pattern recognition
- feature set
- visual words
- discriminant analysis
- multiresolution
- machine learning
- class specific
- subspace learning
- image preprocessing