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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Detalhes bibliográficos
Principais autores: Andrés Rojas, Gordana Jovanovic Dolecek
Formato: Artigo
Idioma:English
Publicado em: Universidad de Montevideo 2022-12-01
coleção:Memoria Investigaciones en Ingeniería
Assuntos:
Fingerprint verification
Image processing
Classification learner
Feature extraction
Accuracy
Ensemble subspace classifier
Acesso em linha:http://revistas.um.edu.uy/index.php/ingenieria/article/view/1108

Internet

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

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