Real-time pedestrian detection and pose classification on a GPU.
Alexander GepperthMichaël Garcia OrtizBernd HeiselePublished in: ITSC (2013)
Keyphrases
- pedestrian detection
- real time
- human body
- object classification
- benchmark datasets
- object detection
- pose estimation
- histogram intersection kernel
- human detection
- graphics hardware
- decision trees
- support vector machine
- d objects
- three dimensional
- histograms of oriented gradients
- haar wavelets
- pedestrian tracking
- machine learning
- image features
- training set
- feature selection
- graphics processing units