Feature Selection on Handwriting Biometrics: Security Aspects of Artificial Forgeries.
Karl KümmelTobias ScheidatClaus VielhauerJana DittmannPublished in: Communications and Multimedia Security (2012)
Keyphrases
- feature selection
- signature verification
- identity verification
- feature level fusion
- digital images
- pattern recognition
- feature space
- feature selection algorithms
- human identification
- feature set
- method for feature selection
- selected features
- unsupervised feature selection
- mutual information
- gait recognition
- irrelevant features
- text categorization
- text classification
- real world
- machine learning
- dimensionality reduction
- classification accuracy
- feature weighting
- feature ranking
- person identification
- support vector
- online handwriting
- redundant features
- biometric recognition
- biometric data
- personal authentication
- handwriting recognition
- iris recognition
- palmprint
- information gain
- character recognition
- machine vision
- microarray data
- multi class
- knn
- information technology