Weighted Mahalanobis Distance Kernels for Support Vector Machines.
Defeng WangDaniel S. YeungEric C. C. TsangPublished in: IEEE Trans. Neural Networks (2007)
Keyphrases
- mahalanobis distance
- support vector
- large margin classifiers
- learning machines
- kernel function
- noise model
- kernel methods
- multi class
- euclidean distance
- covariance matrix
- multiple kernel learning
- metric learning
- support vector machine
- distance metric
- feature selection
- loss function
- data distribution
- image processing
- data structure
- image segmentation
- training data
- model selection
- image classification
- distance measure
- pattern recognition