Neural Network Fingerprint RecognitionGet a Matlab source code for neural network fingerprint recognition. | |
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Neural Network Fingerprint Recognition Ranking & Summary
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- License:
- Freeware
- Price:
- Free
- Publisher Name:
- By Luigi Rosa
- Operating Systems:
- Windows 2003, Windows Vista, Windows 98, Windows Me, Windows, Windows NT, Windows 2000, Windows 8, Windows Server 2008, Windows 7, Windows XP
- Additional Requirements:
- Matlab
- File Size:
- 470 KB
- Total Downloads:
- 316
Neural Network Fingerprint Recognition Tags
Neural Network Fingerprint Recognition Description
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.
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