Fast Pedestrian Detection in Surveillance Video Based on Soft Target Training of Shallow Random Forest.
Sang Jun KimSooyeong KwakByoungChul KoPublished in: IEEE Access (2019)
Keyphrases
- random forest
- pedestrian detection
- human body
- object detection
- random forests
- decision trees
- benchmark datasets
- human detection
- feature set
- ensemble methods
- training set
- histograms of oriented gradients
- detection rate
- base classifiers
- multi label
- training samples
- surveillance system
- computer vision
- multi class
- information extraction
- feature vectors
- multi sensor
- pedestrian detector