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.
Full Specifications
What's new in version 1.0
General
ReleaseNovember 6, 2012
Date AddedNovember 6, 2012
Version1.0
Operating Systems
Operating SystemsWindows 2003, Windows Vista, Windows 98, Windows Me, Windows, Windows NT, Windows 2000, Windows 8, Windows Server 2008, Windows 7, Windows XP