Vision-Based Pedestrian Detection - Improvement and Verification of Feature Extraction Methods and SVM-Based Classification.
Sam SchaulandAnton KummertSu-Birm ParkUri IurgelYan ZhangPublished in: ITSC (2006)
Keyphrases
- pedestrian detection
- object classification
- human body
- support vector
- support vector machine svm
- support vector machine
- object detection
- benchmark datasets
- histogram intersection kernel
- classification accuracy
- feature vectors
- detection rate
- svm classifier
- machine learning
- advanced driver assistance systems
- human detection
- feature space
- three dimensional
- decision trees
- haar wavelets
- feature selection
- image classification
- supervised learning
- video sequences
- crowded scenes
- pedestrian tracking
- real time