Advanced Biometrics with Deep Learning

ISBN 10: 303936698X / ISBN 13: 9783039366989

Published by MDPI AG, 2020

About this Item

Advanced Biometrics with Deep Learning | Buch | Gebunden | Englisch | 2020 | MDPI AG | EAN 9783039366989 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand.

Seller Inventory # 131226107

Bibliographic Details

• Title: Advanced Biometrics with Deep Learning
• Publisher: MDPI AG
• Publication Date: 2020
• Language: English
• ISBN 10: 303936698X
• ISBN 13: 9783039366989
• Binding: Buch
• Condition: Neu
• Dimensions: 250W x 175H x 18D millimeters 250 millimeters width by 175 millimeters height by 18 millimeters depth
• Weight: 725 grams
• Seller catalogs:
  • Bücher

About this title

Synopsis

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.