Feature Sets and Dimensionality Reduction for Visual Object Detection.
Sibt ul HussainBill TriggsPublished in: BMVC (2010)
Keyphrases
- feature set
- dimensionality reduction
- object detection
- feature extraction
- feature selection
- dimensionality reduction methods
- principal components
- feature space
- feature vectors
- classification accuracy
- random forest
- visual features
- face detection
- principal component analysis
- extracted features
- multi class
- low dimensional
- linear discriminant analysis
- late fusion
- feature types
- feature representation
- visual information
- high dimensional
- multiple features
- object recognition
- classification models
- pattern recognition
- high dimensional data
- audio features
- computer vision
- discriminant analysis
- kernel function
- training data
- data points