An off-line signature verification method based on the questioned document expert's approach and a neural network classifier.
Cesar R. SantosEdson J. R. JustinoFlávio BortolozziRobert SabourinPublished in: IWFHR (2004)
Keyphrases
- verification method
- neural network
- signature verification
- fuzzy artmap
- learning vector quantization
- model checking
- temporal logic
- text classifiers
- backpropagation neural network
- skilled forgeries
- training process
- multi layer perceptron
- artificial neural networks
- document collections
- document classification
- probabilistic neural network
- training data
- document retrieval
- text documents
- document images
- signature file
- recurrent neural networks
- learning algorithm
- mlp neural networks
- classification algorithm
- back propagation
- information retrieval systems
- document analysis
- feature space
- fuzzy logic
- fuzzy classifier
- document clustering
- feature selection
- neural network model
- training samples
- information retrieval
- incremental learning
- neural network is trained
- feature maps
- binary decision tree
- retrieval systems
- support vector
- feature set
- genetic algorithm
- search engine
- feature extraction
- keywords
- pattern recognition
- training documents
- training set
- multilayer perceptron
- text classification
- text categorization
- web documents
- svm classifier
- classification method
- relevant documents
- human experts