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Artificial neural networks-based fingerprint authentication
matlab-recognition-code.com/artificial-neural-networks-ba...
Abstract
We have developed a neural community based mostly strategy for automated fingerprint recognition. Fingerprint picture is assessed by way of a multilayer perceptron (MLP) classifier with one hidden layer. The backpropagation studying method is used for its coaching. Selected options are represented in a particular approach such that they’re concurrently invariant underneath shift, rotation and scaling. Simulation outcomes are obtained with good detection ratio and low failure fee. The proposed technique is discovered to be dependable for a system with a small set of fingerprint knowledge.
Keyword: Matlab, supply, code, fingerprint, recognition, neural, community, ANN, networks.
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Artificial neural networks-based fingerprint authentication
matlab-recognition-code.com/artificial-neural-networks-ba...
Abstract
We have developed a neural community based mostly strategy for automated fingerprint recognition. Fingerprint picture is assessed by way of a multilayer perceptron (MLP) classifier with one hidden layer. The backpropagation studying method is used for its coaching. Selected options are represented in a particular approach such that they’re concurrently invariant underneath shift, rotation and scaling. Simulation outcomes are obtained with good detection ratio and low failure fee. The proposed technique is discovered to be dependable for a system with a small set of fingerprint knowledge.
Keyword: Matlab, supply, code, fingerprint, recognition, neural, community, ANN, networks.
Complete your name and email to Download This .
Click Here For Your Donation In Order To Obtain The Source Code