Combination of Feature Extraction Methods for SVM Pedestrian Detection.
Ignacio Parra AlonsoDavid Fernández LlorcaMiguel Ángel SoteloLuis Miguel BergasaPedro Revenga de ToroJesús NuevoManuel OcañaMiguel Ángel García GarridoPublished in: IEEE Trans. Intell. Transp. Syst. (2007)
Keyphrases
- pedestrian detection
- human body
- object detection
- support vector
- histogram intersection kernel
- human detection
- support vector machine svm
- detection rate
- benchmark datasets
- multi class
- support vector machine
- occlusion handling
- histograms of oriented gradients
- crowded scenes
- knn
- cascade classifier
- feature selection
- pedestrian tracking
- three dimensional
- training data
- svm classifier
- feature vectors
- feature space
- stereo matching
- training set
- pose estimation
- machine learning