Multiclass mv-granular soft support vector machine: A case study in dynamic classifier selection for multispectral face recognition.
Richa SinghMayank VatsaAfzel NoorePublished in: ICPR (2008)
Keyphrases
- multi class
- multispectral
- support vector machine
- face recognition
- remote sensing
- image analysis
- image data
- svm classifier
- face images
- support vector
- binary classification
- multiclass classification
- feature selection
- classification algorithm
- k nearest neighbor
- support vector machine svm
- cost sensitive
- knn
- multi class classification
- machine learning
- kernel function
- local binary pattern
- hyperplane
- facial expressions
- training data
- feature space
- face detection
- pairwise
- feature extraction
- generalization ability
- base classifiers
- linear discriminant analysis
- data sets
- decision trees
- image reconstruction
- image processing
- sparse representation
- principal component analysis
- similarity measure
- training set