Fast pedestrian detection based on a partial least squares cascade.
Victor Hugo Cunha de MeloSamir LeaoMario Fernando Montenegro CamposDavid MenottiWilliam Robson SchwartzPublished in: ICIP (2013)
Keyphrases
- partial least squares
- pedestrian detection
- cascade classifier
- histograms of oriented gradients
- human body
- discriminant analysis
- object detection
- human detection
- dimension reduction
- detection rate
- principal component regression
- benchmark datasets
- ls svm
- factor analysis
- principal component analysis
- face detection
- detection algorithm
- linear discriminant analysis
- variable selection
- computer vision
- dimensionality reduction
- least squares
- multi class
- optical flow
- feature extraction