CosFace: Large Margin Cosine Loss for Deep Face Recognition.
Hao WangYitong WangZheng ZhouXing JiZhifeng LiDihong GongJingchao ZhouWei LiuPublished in: CoRR (2018)
Keyphrases
- face recognition
- face images
- linear discriminant analysis
- discriminant analysis
- local binary pattern
- support vector
- feature vectors
- computer vision
- recognition accuracy
- recognition rate
- face recognition systems
- sparse representation
- face detection
- feature extraction
- novelty detection
- hyperplane
- structured learning
- basis functions
- learning algorithm
- lower error rates
- deep learning
- robust face recognition
- conditional random fields
- hinge loss
- multi category
- face databases
- vector space
- machine learning
- euclidean distance
- labeled data
- facial expressions
- multiscale
- information retrieval