Associated evolution of a support vector machine-based classifier for pedestrian detection.
Xianbin CaoYanwu XuD. ChenHong QiaoPublished in: Inf. Sci. (2009)
Keyphrases
- pedestrian detection
- histograms of oriented gradients
- human body
- cascade classifier
- object detection
- human detection
- detection rate
- occlusion handling
- benchmark datasets
- training data
- feature set
- decision trees
- support vector
- class labels
- histogram intersection kernel
- crowded scenes
- infrared
- pedestrian tracking
- feature space
- feature selection
- learning algorithm
- texture features
- multiple instance learning
- active learning
- training set
- haar wavelets