Pedestrian Detection Based on HOG Features and SVM Realizes Vehicle-Human-Environment Interaction.
Nan MaLi ChenJiancheng HuQiuna ShangJiahong LiGuoping ZhangPublished in: CIS (2019)
Keyphrases
- pedestrian detection
- histograms of oriented gradients
- hog features
- human detection
- human body
- object detection
- support vector
- benchmark datasets
- detection rate
- support vector machine svm
- support vector machine
- multi class
- face detection
- knn
- feature selection
- linear svm
- svm classifier
- machine learning
- kernel function
- feature vectors
- object class
- support vectors
- training set
- feature extraction
- three dimensional