Cascade-Adaboost for Pedestrian Detection Using HOG and Combined Features.
Gyujin JangJinhee ParkMoonhyun KimPublished in: CSA/CUTE (2016)
Keyphrases
- pedestrian detection
- histograms of oriented gradients
- cascade classifier
- object detection
- hog features
- human body
- human detection
- haar wavelets
- benchmark datasets
- face detection
- detection rate
- weak classifiers
- crowded scenes
- haar features
- boosted classifiers
- multi class
- adaboost classifier
- feature extraction
- object class
- surveillance system
- feature set
- image features
- training data
- computer vision
- feature descriptors
- feature vectors
- pedestrian tracking