Adaptive Histogram Normalization based Loss Function in Deep Learning Algorithm for Face Recognition.
Ren-Shin LinPei-Jun LeeTrong-An BuiPublished in: ICCE-TW (2019)
Keyphrases
- loss function
- face recognition
- learning algorithm
- learning models
- boosting framework
- boosting algorithms
- support vector
- pairwise
- logistic regression
- empirical risk
- learning to rank
- machine learning algorithms
- training data
- risk minimization
- reproducing kernel hilbert space
- learning rate
- regularization term
- principal component analysis
- learning scheme
- stochastic gradient descent
- hinge loss
- convex loss functions
- mean shift
- distance measure
- face images
- active learning
- feature extraction
- training examples
- base learners
- facial expressions
- multi class
- solution path
- information retrieval
- machine learning