Pedestrian detection and direction estimation by cascade detector with multi-classifiers utilizing feature interaction descriptor.
Kunihiro GotoKiyosumi KidonoYoshikatsu KimuraTakashi NaitoPublished in: Intelligent Vehicles Symposium (2011)
Keyphrases
- pedestrian detection
- histograms of oriented gradients
- cascade classifier
- human body
- face detection
- object detection
- detection rate
- haar features
- human detection
- weak classifiers
- haar like features
- benchmark datasets
- support vector
- decision trees
- adaboost classifier
- action recognition
- local binary pattern
- detection method
- image features
- boosted classifiers
- training data
- computer vision
- three dimensional
- pedestrian tracking
- feature extraction
- pre trained
- object recognition
- training set
- object detectors
- recognition rate
- shape descriptors
- training examples