Deep Learning in Biometrics

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Computers - Computer Science
Deep Learning in Biometrics

Deep Learning in Biometrics

Name: Deep Learning in Biometrics
ISBN: 9781138578234

Mayank Vatsa, Richa Singh, Angshul Majumdar

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Deep Learning is now synonymous with applied machine learning. Many technology giants (e.g. Google, Microsoft, Apple, IBM) as well as start-ups are focusing on deep learning-based techniques for data analytics and artificial intelligence. This technology applies quite strongly to biometrics. This book covers topics in deep learning, namely convolutional neural networks, deep belief network and stacked autoencoders. The focus is also on the application of these techniques to various biometric modalities: face, iris, palmprint, and fingerprints, while examining the future trends in deep learning and biometric research.

Categorías:

Computers - Computer Science

Año:

2018

Edición:

Editorial:

CRC Press

Idioma:

english

Páginas:

328

ISBN 10: