Fast accurate pedestrian detection using a MPL-Boosted cascade of weak FIK-SVM classifiers.
Junqiang WangHuadong MaAnlong MingPublished in: ICME (2011)
Keyphrases
- pedestrian detection
- svm classifier
- cascade classifier
- histograms of oriented gradients
- human body
- support vector machine
- object detection
- support vector
- human detection
- boosted classifiers
- detection rate
- image classification
- support vector machine svm
- face detection
- benchmark datasets
- feature vectors
- pedestrian tracking
- training set
- adaboost classifier
- kernel function
- multi class
- neural network
- support vectors
- computational cost
- multiscale
- training data
- feature extraction
- face recognition