A Novel Hardware Architecture for Human Detection using HOG-SVM Co-Optimization.
Ngo-Doanh NguyenDuy-Hieu BuiXuan-Tu TranPublished in: APCCAS (2019)
Keyphrases
- human detection
- hardware architecture
- histograms of oriented gradients
- action recognition
- object detection
- histogram of oriented gradients
- pedestrian detection
- hog features
- support vector
- hardware implementation
- background subtraction
- surveillance system
- multi class
- video surveillance
- human body
- knn
- support vector machine
- image processing
- object recognition
- linear svm
- field programmable gate array
- rotation invariant
- feature selection
- pairwise
- support vectors
- partial occlusion
- computer vision
- logistic regression
- benchmark datasets