Auto feature selection for object detection, can or can't?
Bao Nguyen ThienYoshiaki ShiraiPublished in: SCC (2011)
Keyphrases
- object detection
- feature selection
- multi class
- face detection
- text categorization
- mutual information
- feature set
- object class
- object categories
- support vector
- feature selection algorithms
- object recognition
- computer vision
- machine learning
- deformable part models
- scene recognition
- object classification
- selected features
- information gain
- pedestrian detection
- scene understanding
- background subtraction
- support vector machine
- irrelevant features
- feature space
- conditional mutual information
- human detection
- high dimensionality
- feature subset
- object segmentation
- naive bayes
- knn
- feature selection and classification
- classification accuracy
- method for feature selection
- genetic algorithm