Fast and Accurate Pedestrian Detection using Dual-Stage Group Cost-Sensitive RealBoost with Vector Form Filters.
Chengju ZhouMeiqing WuSiew-Kei LamPublished in: ACM Multimedia (2017)
Keyphrases
- cost sensitive
- pedestrian detection
- human body
- object detection
- multi class
- misclassification costs
- cost sensitive learning
- cost sensitive classification
- active learning
- naive bayes
- class distribution
- benchmark datasets
- class imbalance
- detection rate
- human detection
- boosting algorithms
- feature vectors
- multi label
- histogram intersection kernel
- machine learning
- support vector machine
- decision trees
- feature selection