An Svm Method of Lda and its Kernel Algorithm With Application to Face Recognition.
Zixue QiuXiaojun WuWenming ZhangPublished in: Intell. Autom. Soft Comput. (2011)
Keyphrases
- support vector machine svm
- cost function
- dynamic programming
- preprocessing
- high accuracy
- classification algorithm
- mapping function
- objective function
- computational complexity
- decision function
- classification method
- segmentation method
- recognition algorithm
- detection algorithm
- segmentation algorithm
- support vector machine
- similarity measure
- support vector
- discriminating power
- convergence rate
- clustering method
- input data
- k means
- probabilistic model
- optimal parameters
- multi class classification
- learning algorithm
- reduced set
- expectation maximization
- training process
- svm classifier
- feature maps
- feature extraction
- optimization criterion
- multi class
- matching algorithm
- principal component analysis
- em algorithm
- principle component analysis
- feature space
- stochastic gradient descent
- decision forest
- generative model