Face Verification using Gabor filtering and adapted Gaussian Mixture Models.
Laurent El ShafeyRoy WallaceSébastien MarcelPublished in: BIOSIG (2012)
Keyphrases
- face verification
- gaussian mixture model
- gabor filtering
- gabor filters
- feature vectors
- texture analysis
- face images
- face detection
- color features
- mixture model
- texture features
- face recognition
- em algorithm
- speaker recognition
- background subtraction
- maximum likelihood
- rotation invariant
- expectation maximization
- feature space
- feature extraction
- gray level
- labeled faces in the wild
- information retrieval
- human faces
- generative model
- pairwise
- recognition rate
- image database
- learning algorithm