Submodular Asymmetric Feature Selection in Cascade Object Detection.
Baosheng YuMeng FangDacheng TaoJie YinPublished in: AAAI (2016)
Keyphrases
- object detection
- feature selection
- face detection
- haar features
- boosted classifiers
- multi class
- hog features
- viola jones
- greedy algorithm
- object detectors
- feature selection algorithms
- computer vision
- histograms of oriented gradients
- text classification
- object categories
- object class
- scene understanding
- mutual information
- text categorization
- background subtraction
- object recognition
- face detector
- feature space
- feature extraction
- object classification
- dimensionality reduction
- high dimensionality
- unsupervised feature selection
- irrelevant features
- selected features
- method for feature selection
- small sample
- human detection
- support vector machine
- model selection
- pedestrian detection
- unsupervised learning
- feature subset
- discriminative features
- feature ranking
- feature set
- support vector
- machine learning
- classification accuracy
- detection method