Verification of genuine and forged offline signatures using Siamese Neural Network (SNN).
Amruta B. JagtapDattatray D. SawatRajendra S. HegadiRavindra S. HegadiPublished in: Multim. Tools Appl. (2020)
Keyphrases
- signature verification
- skilled forgeries
- neural network
- training algorithm
- nearest neighbor
- signature recognition
- false acceptance rate
- artificial neural networks
- back propagation
- neural network model
- neural nets
- document analysis
- neural network is trained
- auto associative
- prediction model
- dynamic time warping
- pattern recognition
- machine learning
- global features
- real time
- hidden layer
- recurrent neural networks
- fuzzy logic
- knn
- network architecture
- fuzzy neural network
- activation function
- network model
- learning rate
- multi layer
- feed forward
- artificial intelligence