Advanced Biometrics with Deep Learning - Rilegato

 
9783039366989: Advanced Biometrics with Deep Learning
Rilegato
ISBN 10: 303936698X ISBN 13: 9783039366989
Casa editrice: MDPI AG, 2020

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Editore
MDPI AG
Data di pubblicazione
2020
Lingua
Inglese
ISBN 10 
303936698X
ISBN 13 
9783039366989
Rilegatura
Copertina rigida
Numero di pagine
210
Redattore
Beng Jin Andrew Teoh, Leng Lu
Contatto del produttore
non disponibile
Persona responsabile
Buchpark GmbH
gpsr@buchpark.de

Krügerweg 1
Trebbin
Brandenburg
14959
Germania