Feature Recycling Cascaded SVM Classifier Based on Feature Selection of HOGs for Pedestrian Detection.
Alexandros GavriilidisCarsten StahlschmidtJörg VeltenAnton KummertPublished in: MCSS (2013)
Keyphrases
- pedestrian detection
- histograms of oriented gradients
- feature selection
- human detection
- human body
- support vector
- object detection
- support vector machine
- multi class
- feature set
- feature ranking
- selected features
- feature vectors
- knn
- input features
- support vector machine svm
- benchmark datasets
- crowded scenes
- face detection
- feature extraction
- detection rate
- feature selection algorithms
- feature subset
- feature space
- adaboost classifier
- pedestrian tracking
- cascade classifier
- linear svm
- classification accuracy
- machine learning
- feature descriptors
- pose estimation
- text classification
- local binary pattern
- image features
- image retrieval
- training data
- computer vision