Deep Learning in Biometrics - Couverture rigide

 
9781138578234: Deep Learning in Biometrics
Couverture rigide
ISBN 10 : 1138578231 ISBN 13 : 9781138578234
Editeur : CRC Press, 2018

Synopsis

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.

  • Contains chapters written by authors who are leading researchers in biometrics.

  • Presents a comprehensive overview on the internal mechanisms of deep learning.

  • Discusses the latest developments in biometric research.

  • Examines future trends in deep learning and biometric research.

  • Provides extensive references at the end of each chapter to enhance further study.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Mayank Vatsa is an Associate Professor at IIIT New Delhi. He has authored more than 150 publications dealing with biometrics, image processing, machine learning and information fusion. He is a Senior Member of IEEE.

Richa Singh is an Associate Professor at IIIT New Delhi. She has authored over 100 publications on biometrics, patter recognition and machine learning in referred journals, book chapters and conferences.

Angshul Majumdar is an Assistant Professor at IIIT New Delhi. He is an active research in biomimetics and machine learning.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
CRC Press
Date d'édition
2018
Langue
anglais
ISBN 10 
1138578231
ISBN 13 
9781138578234
Reliure
Relié
Nombre de pages
316
Éditeur
Vatsa Mayank, Singh Richa, Majumdar Angshul
Coordonnées du fabricant
Easy Access System Europe Oü, 16879218
gpsr.requests@easproject.com

Mustamäe tee 50, 10621, Tallinn, Estonia
Tallinn
10621
Estonie

Autres éditions populaires du même titre

9781032653105: Deep Learning in Biometrics

Edition présentée

ISBN 10 :  1032653108 ISBN 13 :  9781032653105
Editeur : CRC Press, 2023
Couverture souple