Neural network technology for pattern recognition, stock prediction and market forecasting

Neural Network Fingerprint Recognition

Download now Matlab source code
Requirements: Matlab, Matlab Image Processing Toolbox, Matlab Neural Network Toolbox.

We have developed a neural network based approach for automated fingerprint recognition. Fingerprint image is classified via a multilayer perceptron (MLP) classifier with one hidden layer. The backpropagation learning technique is used for its training. Selected features are represented in a special way such that they are simultaneously invariant under shift, rotation and scaling. Simulation results are obtained with good detection ratio and low failure rate. The proposed method is found to be reliable for a system with a small set of fingerprint data.

Index Terms: Matlab, source, code, fingerprint, recognition, neural, network, ANN, networks.

Release 1.0 Date 2012.04.15
Major features:

• Fingerprint recognition using neural networks
• System invariance under shift, rotation and scaling
• Fast and optimized implementation
• Easy C/C++ implementation
• Demo code (protected P-files) available for performance evaluation