Video-Based Face Verification with Local Binary Patterns and SVM Using GMM Supervectors.
Tiago Freitas PereiraMarcus A. AngeloniFlávio O. SimõesJosé Eduardo C. SilvaPublished in: ICCSA (1) (2012)
Keyphrases
- face verification
- local binary pattern
- face recognition
- face detection
- gaussian mixture model
- feature vectors
- background subtraction
- face images
- texture classification
- support vector
- feature extraction
- texture features
- support vector machine
- rotation invariant
- facial expression recognition
- texture analysis
- polynomial kernels
- detection rate
- multiscale
- knn
- object detection
- texture descriptors
- human faces
- computer vision
- detection method
- recognition rate
- multi class
- face representation
- feature selection
- feature space
- feature descriptors
- spatial information
- labeled faces in the wild
- face databases
- mixture model
- facial expressions
- recognition accuracy
- training set
- facial features
- training data
- maximum likelihood
- machine learning
- probabilistic model
- facial images
- high resolution
- image sequences
- kernel function