Deep Neural Networks for Face Recognition: Pairwise Optimisation.
Elitsa PopovaAthanasios AthanasopoulosEfraim IeNikolaos ChristouNdifreke NyahPublished in: ISMIS (2018)
Keyphrases
- pairwise
- neural network
- face recognition
- genetic algorithm
- discriminant analysis
- pattern recognition
- face images
- artificial neural networks
- multi class
- loss function
- linear discriminant analysis
- recognition rate
- semi supervised
- feature extraction
- principal component analysis
- human faces
- sparse representation
- similarity measure
- back propagation
- pairwise interactions
- optimisation algorithm
- fuzzy logic
- computer vision
- facial images
- face detection
- pose variations
- neural nets
- local binary pattern
- neural network model
- markov random field
- self organizing maps
- spectral clustering
- similarity function
- recognition accuracy
- fuzzy rules
- pairwise constraints
- fault diagnosis
- multiscale