Optimal Feature Selection for Pedestrian Detection Based on Logistic Regression Analysis.
Jonghee KimJonghwan LeeChungsu LeeEunsoo ParkJunmin KimHakil KimJaeeun LeeHoeri JeongPublished in: SMC (2013)
Keyphrases
- regression analysis
- pedestrian detection
- human body
- feature selection
- object detection
- regression model
- linear regression model
- human detection
- explanatory variables
- histograms of oriented gradients
- feature subset
- detection rate
- linear regression models
- factor analysis
- multi class
- benchmark datasets
- viewpoint
- pose estimation
- model selection
- signal processing
- feature set
- worst case
- computational cost
- object recognition
- independent variables
- similarity measure
- feature extraction
- image sequences
- machine learning