FADA: An Efficient Dimension Reduction Scheme for Image Classification.
Yijuan LuJingsheng MaQi TianPublished in: PCM (2007)
Keyphrases
- dimension reduction
- image classification
- feature extraction
- principal component analysis
- low dimensional
- high dimensional
- partial least squares
- manifold learning
- feature selection
- singular value decomposition
- image representation
- high dimensional problems
- feature space
- cluster analysis
- discriminative information
- random projections
- data mining and machine learning
- high dimensional data
- dimensionality reduction
- dimension reduction methods
- linear discriminant analysis
- preprocessing
- unsupervised learning
- image features
- feature vectors
- variable selection
- pattern recognition
- high dimensionality
- sparse coding
- discriminant analysis
- qr decomposition
- image data
- real world
- image sequences
- bayesian networks
- manifold embedding
- least squares