An Evolutionary Support Vector Machines Classifier for Pedestrian Detection.
D. ChenXianbin CaoYanwu XuHong QiaoPublished in: IROS (2006)
Keyphrases
- pedestrian detection
- support vector
- large margin classifiers
- human body
- learning machines
- histograms of oriented gradients
- object detection
- cascade classifier
- svm classifier
- detection rate
- human detection
- support vector machine
- benchmark datasets
- feature selection
- occlusion handling
- crowded scenes
- training examples
- multi class
- classification accuracy
- kernel function
- histogram intersection kernel
- cross validation
- pedestrian tracking
- face detection
- decision trees
- pose estimation
- detection algorithm
- semi supervised
- training data
- three dimensional
- advanced driver assistance systems
- computer vision