Static Signature Verification Based on Texture Analysis Using Support Vector Machine.
Subhash ChandraSushila MaheshkarPublished in: Int. J. Multim. Data Eng. Manag. (2017)
Keyphrases
- texture analysis
- signature verification
- support vector machine
- texture classification
- multiresolution
- texture features
- texture discrimination
- rotation invariant
- gabor filters
- local binary pattern
- gray level
- feature vectors
- image analysis
- texture images
- co occurrence
- texture description
- fractal dimension
- dynamic time warping
- feature extraction
- support vector
- texture characterization
- k nearest neighbor
- document analysis
- image texture
- gabor filtering
- false acceptance rate
- feature selection
- data sets
- brodatz textures
- support vector machine svm
- image features
- knn
- training set
- pattern recognition
- machine learning
- classification method
- scale space
- feature set
- training data