Discriminative kernel-based metric learning for face verification.
Siew Chin ChongThian Song OngAndrew Beng Jin TeohPublished in: J. Vis. Commun. Image Represent. (2018)
Keyphrases
- metric learning
- face verification
- discriminative information
- semi supervised
- margin maximization
- distance metric learning
- face detection
- labeled faces in the wild
- distance metric
- face images
- dimensionality reduction
- learning tasks
- distance function
- kernel methods
- pairwise
- feature space
- face recognition
- semi supervised learning
- multi task
- mahalanobis metric
- unsupervised learning
- labeled data
- supervised learning
- feature selection
- machine learning
- support vector machine
- multiple kernel learning
- active learning
- kernel pca
- learning algorithm
- database
- text classification
- knn
- data points
- support vector
- data mining