A Cascade SVM Approach for Head-shoulder Detection using Histograms of Oriented Gradients.
Xi-Feng DingHui XuPeng CuiLifeng SunShiqiang YangPublished in: ISCAS (2009)
Keyphrases
- histograms of oriented gradients
- human detection
- hog features
- pedestrian detection
- object detection
- support vector
- support vector machine svm
- local binary pattern
- human body
- action recognition
- knn
- co occurrence
- surveillance system
- linear svm
- multi class
- support vector machine
- training data
- feature descriptors
- video surveillance
- detection rate
- background subtraction
- svm classifier
- feature selection
- color histogram
- support vectors
- computational cost
- benchmark datasets
- feature space
- face detection