Advanced Biometrics with Deep Learning

Name: Advanced Biometrics with Deep Learning
Brand: MDPI AG
SKU: 9783039366989
Price: 50.67 EUR
Availability: InStock

Автор: Andrew Teoh Beng Jin, Lu Leng

Език:

Корици: С твърди корици

Издател: MDPI AG

Наличност: Външен склад

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50.67 € 99.10 лв

Biometrics, such as fingerprint, iris, face, hand print, hand vein, speech and gait recognition, etc...

Информация за книгата

Автор

Andrew Teoh Beng Jin, Lu Leng

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2020

страници

210

EAN

9783039366989

ISBN

303936698X

Enbook ID

33074891

Издател

MDPI AG

Теглоt

628

Размери

178 x 252 x 23

Пълно описание

Biometrics, such as fingerprint, iris, face, hand print, hand vein, speech and gait recognition, etc., as a means of identity management have become commonplace nowadays for various applications. Biometric systems follow a typical pipeline, that is composed of separate preprocessing, feature extraction and classification. Deep learning as a data-driven representation learning approach has been shown to be a promising alternative to conventional data-agnostic and handcrafted pre-processing and feature extraction for biometric systems. Furthermore, deep learning offers an end-to-end learning paradigm to unify preprocessing, feature extraction, and recognition, based solely on biometric data. This Special Issue has collected 12 high-quality, state-of-the-art research papers that deal with challenging issues in advanced biometric systems based on deep learning. The 12 papers can be divided into 4 categories according to biometric modality; namely, face biometrics, medical electronic signals (EEG and ECG), voice print, and others.

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Advanced Biometrics with Deep Learning

Информация за книгата

Пълно описание

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