Gender prediction by using Local Binary Pattern and K Nearest Neighbor and Discriminant Analysis classifications.
Seda CamalanGokhan SengulPublished in: SIU (2016)
Keyphrases
- discriminant analysis
- k nearest neighbor
- local binary pattern
- face recognition
- knn
- feature extraction
- knn classifier
- texture classification
- nearest neighbor
- linear discriminant analysis
- principal component analysis
- rotation invariant
- prediction accuracy
- texture features
- support vector machine
- texture analysis
- dimensionality reduction methods
- spatial information
- support vector machine svm
- multiscale
- computer vision
- feature selection
- face detection
- text classification
- distance function
- gray level
- cluster analysis
- pattern recognition
- neural network
- data sets
- face images
- classification accuracy
- feature vectors
- video sequences
- image segmentation
- machine learning