Boosting Unconstrained Face Recognition With Auxiliary Unlabeled Data.
Yichun ShiAnil K. JainPublished in: CVPR Workshops (2021)
Keyphrases
- unlabeled data
- face recognition
- labeled data
- semisupervised learning
- ensemble learning
- semi supervised learning
- semi supervised
- learning algorithm
- select relevant features
- active learning
- co training
- partially labeled data
- face images
- labeled examples
- supervised learning
- training set
- labeled training data
- text classification
- class labels
- training data
- text categorization
- semi supervised classification
- labeled and unlabeled data
- data points
- number of labeled examples
- feature selection
- supervised learning algorithms
- machine learning
- linear discriminant analysis
- principal component analysis
- prior knowledge
- positive examples
- transfer learning
- feature extraction
- weak classifiers
- data mining
- target domain
- single view
- decision boundary
- sparse representation
- machine learning algorithms
- transductive learning
- improve the classification accuracy
- object recognition