Pedestrian detection for intelligent transportation systems combining AdaBoost algorithm and support vector machine.
Lie GuoPing-Shu GeMing-Heng ZhangLinhui LiYibing ZhaoPublished in: Expert Syst. Appl. (2012)
Keyphrases
- pedestrian detection
- adaboost algorithm
- support vector machine
- intelligent transportation systems
- face detection
- detection rate
- object detection
- human body
- multi class
- wireless communication
- training process
- benchmark datasets
- support vector
- training data
- svm classifier
- machine learning
- traffic flow
- computer vision
- detection method
- feature selection
- histogram intersection kernel
- knn
- wireless networks
- feature space
- weak classifiers
- traffic congestion
- data sets
- false positives
- feature vectors
- object recognition
- face recognition
- boosting algorithms