Human Detection Using HOG-SVM, Mixture of Gaussian and Background Contours Subtraction.
Abdourahman Houssein AhmedKidiyo KpalmaAbdoulkader Osman GuédiPublished in: SITIS (2017)
Keyphrases
- human detection
- histograms of oriented gradients
- histogram of oriented gradients
- pedestrian detection
- action recognition
- object detection
- hog features
- support vector machine svm
- support vector
- multi class
- linear svm
- support vector machine
- gaussian mixture model
- background subtraction
- surveillance system
- human body
- knn
- computer vision
- mixture model
- video surveillance
- feature selection
- three dimensional
- svm classifier
- face detection
- kernel function
- partial occlusion
- support vectors
- training data
- detection rate
- text categorization
- object contours
- training set
- benchmark datasets
- particle filter
- maximum likelihood
- d objects
- feature vectors