GB-CosFace: Rethinking Softmax-based Face Recognition from the Perspective of Open Set Classification.
Lizhe LiuMingqiang ChenXiaohao ChenSiyu ZhuPing TanPublished in: CoRR (2021)
Keyphrases
- face recognition
- pattern recognition
- decision trees
- automatic classification
- image classification
- viewpoint
- feature vectors
- classification scheme
- support vector
- machine learning
- text classification
- fisher linear discriminant
- classification method
- feature space
- classification accuracy
- feature extraction
- support vector machine
- model selection
- decision rules
- classification models
- classification rules
- discriminant analysis
- pattern classification
- computer vision
- discriminant features
- training phase
- feature selection
- human faces
- video sequences
- machine learning algorithms
- face detection
- support vector machine svm
- preprocessing