Feature Extraction and Face Verification Using Gabor and Gaussian Mixture Models.
Jesus Olivares-MercadoGabriel Sanchez-PerezMariko Nakano-MiyatakeHéctor M. Pérez MeanaPublished in: MICAI (2007)
Keyphrases
- gaussian mixture model
- face verification
- feature extraction
- gabor wavelets
- feature vectors
- face recognition
- face images
- feature space
- face detection
- mixture model
- gabor filters
- speaker recognition
- xm vts
- face databases
- speaker identification
- principal component analysis
- image classification
- em algorithm
- expectation maximization
- gabor features
- method for face recognition
- maximum likelihood
- texture features
- discriminant analysis
- recognition accuracy
- wavelet transform
- recognition rate
- face representation
- speaker verification
- image processing
- linear discriminant analysis
- computer vision
- labeled faces in the wild
- facial expressions
- high quality
- feature selection
- extracted features
- model selection
- support vector machine
- mel frequency cepstral coefficients