Distance Metric Learning via Iterated Support Vector Machines.
Wangmeng ZuoFaqiang WangDavid ZhangLiang LinYuchi HuangDeyu MengLei ZhangPublished in: IEEE Trans. Image Process. (2017)
Keyphrases
- distance metric learning
- support vector
- distance metric
- metric learning
- image classification
- semidefinite programming
- gender classification
- semi supervised
- nonlinear dimensionality reduction
- maximum margin
- support vector machine
- kernel function
- loss function
- svm classifier
- feature selection
- preprocessing step
- pairwise constraints
- linear discriminant analysis
- kernel matrix
- training examples
- radial basis function
- hyperplane
- component analysis
- dimensionality reduction
- pairwise
- nearest neighbor classification
- kernel methods
- data points
- machine learning