Auto-recognition Pedestrians Research Based on HOG Feature and SVM Classifier for Vehicle Images.
Yunsheng LiJie CaoXuewen ChenFeng ZhaoJingling LiPublished in: RCAR (2020)
Keyphrases
- svm classifier
- pedestrian detection
- image classification
- image features
- license plate
- road vehicles
- object recognition
- feature vectors
- support vector machine
- traffic signs
- object detection
- feature extraction
- detection rate
- image matching
- preprocessing stage
- human body
- input image
- support vector machine svm
- svm classification
- support vector
- action recognition
- histogram of oriented gradients
- support vector machine classifier
- road signs
- feature set
- image retrieval
- learning stage
- gabor filters
- principle component analysis
- adaboost classifier
- neural network
- learning process
- decision trees
- pairwise
- hyperplane
- feature subset
- keypoints