Partial Least Squares based subwindow search for pedestrian detection.
Jinchen WuWei ChenKaiqi HuangTieniu TanPublished in: ICIP (2011)
Keyphrases
- partial least squares
- pedestrian detection
- human body
- object detection
- dimension reduction
- discriminant analysis
- human detection
- benchmark datasets
- principal component regression
- detection rate
- factor analysis
- principal component analysis
- ls svm
- histograms of oriented gradients
- pose estimation
- computational cost
- support vector
- three dimensional
- maximum likelihood
- singular value decomposition
- object recognition
- computer vision
- data mining
- data sets