Domain Adaptation with Soft-margin multiple feature-kernel learning beats Deep Learning for surveillance face recognition.
Samik BanerjeeSukhendu DasPublished in: CoRR (2016)
Keyphrases
- multiple features
- face recognition
- metric learning
- labeled data
- semi supervised
- kernel function
- target domain
- feature space
- face images
- feature set
- class labels
- unlabeled data
- transfer learning
- semi supervised learning
- multiple instance learning
- unsupervised learning
- kernel methods
- distance metric
- feature vectors
- learning tasks
- multiple views
- relevance feedback
- pairwise
- dimensionality reduction
- training data
- low level features
- support vectors
- principal component analysis
- supervised learning
- facial expressions
- image retrieval
- support vector
- feature extraction
- data mining
- active learning
- training set
- computer vision
- prior knowledge
- test data
- high dimensional
- machine learning
- data sets