Object detection and recognition using structured dimensionality reduction.
Ran SharonJoseph M. FrancosRami R. HagegePublished in: GlobalSIP (2013)
Keyphrases
- dimensionality reduction
- object detection
- principal component analysis
- low dimensional
- feature space
- face detection
- high dimensional
- computer vision
- high dimensional data
- pattern recognition and machine learning
- object class
- scene understanding
- feature extraction
- data points
- high dimensionality
- multi class
- pattern recognition
- object segmentation
- scene recognition
- dimensionality reduction methods
- linear discriminant analysis
- structured data
- object categories
- data representation
- discriminant analysis
- random projections
- kernel learning
- object recognition
- locally linear embedding
- manifold learning
- principal components
- data sets
- structure preserving
- machine learning