Cascade Face Detection Based on Histograms of Oriented Gradients and Support Vector Machine.
Hua-Chun YangXu An WangPublished in: 3PGCIC (2015)
Keyphrases
- face detection
- histograms of oriented gradients
- object detection
- support vector machine
- local binary pattern
- pedestrian detection
- multi class
- human detection
- detection rate
- hog features
- face detector
- svm classifier
- detection method
- computer vision
- boosted classifiers
- face recognition
- human faces
- training data
- support vector
- cascade classifier
- feature selection
- object class
- feature vectors
- object recognition
- object categories
- background subtraction
- haar features
- feature space
- feature descriptors
- action recognition
- natural images
- image classification
- pairwise
- training set
- feature extraction
- human body
- co occurrence
- knn
- computational cost
- color images
- video sequences