Range Loss for Deep Face Recognition with Long-Tailed Training Data.
Xiao ZhangZhiyuan FangYandong WenZhifeng LiYu QiaoPublished in: ICCV (2017)
Keyphrases
- training data
- face recognition
- data sets
- face images
- wide range
- discriminant analysis
- gaussian distribution
- supervised learning
- prior knowledge
- decision trees
- sparse representation
- local binary pattern
- training process
- test data
- human faces
- training examples
- linear discriminant analysis
- range data
- generalization error
- classification accuracy
- training set
- face identification
- computer vision
- learning algorithm
- face databases
- subspace methods
- robust face recognition
- semi supervised learning
- training samples
- unlabeled data
- labeled data
- model selection
- principal component analysis
- semi supervised
- multiscale
- machine learning