A cascade classifier using Adaboost algorithm and support vector machine for pedestrian detection.
Wen-Chang ChengDing-Mao JhanPublished in: SMC (2011)
Keyphrases
- cascade classifier
- adaboost algorithm
- support vector machine
- pedestrian detection
- face detection
- object detection
- detection rate
- human body
- weak classifiers
- multi class
- svm classifier
- detection method
- human detection
- training data
- feature selection
- support vector
- benchmark datasets
- feature vectors
- face recognition
- machine learning
- pose estimation
- image classification
- video sequences
- computer vision