Evolutionary approximation of gradient orientation module in HOG-based human detection system.
Michal WiglaszLukás SekaninaPublished in: GlobalSIP (2017)
Keyphrases
- human detection
- histograms of oriented gradients
- histogram of oriented gradients
- gradient orientation
- pedestrian detection
- object detection
- action recognition
- hog features
- background subtraction
- surveillance system
- human body
- video surveillance
- computer vision
- machine learning
- local binary pattern
- partial occlusion
- multi class
- computational cost
- image analysis
- object recognition
- feature extraction