Fingerprint Verification System Based on DWT, Multiple Domain Feature Extraction, and Ensemble Subspace Classifier

Fingerprint Verification System Based on DWT, Multiple Domain Feature Extraction, and Ensemble Subspace Classifier

This paper describes a fingerprint verification system including preprocessing, Wavelet transform, feature extraction using multiple domains, and ensemble subspace discriminant classifier. The system is implemented in MATLAB using Wavelet Toolbox, Image Processing Toolbox, and Statistics and Machin...

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Main Authors: Andrés Rojas, Gordana Jovanovic Dolecek
格式: 文件
语言:English
出版: Universidad de Montevideo 2022-12-01
丛编:Memoria Investigaciones en Ingeniería
主题:
Fingerprint verification
Image processing
Classification learner
Feature extraction
Accuracy
Ensemble subspace classifier
在线阅读:http://revistas.um.edu.uy/index.php/ingenieria/article/view/1108

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http://revistas.um.edu.uy/index.php/ingenieria/article/view/1108

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