Deep Learning in Biometrics - Brossura

 
9781032653105: Deep Learning in Biometrics
Brossura
ISBN 10: 1032653108 ISBN 13: 9781032653105
Casa editrice: CRC Press, 2023

Sinossi

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.


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

Informazioni sull?autore

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.

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

Editore
CRC Press
Data di pubblicazione
2023
Lingua
Inglese
ISBN 10 
1032653108
ISBN 13 
9781032653105
Rilegatura
Copertina flessibile
Numero edizione
1
Numero di pagine
328
Redattore
Vatsa Mayank, Singh Richa, Majumdar Angshul
Contatto del produttore
non disponibile
Persona responsabile
non disponibile

Altre edizioni note dello stesso titolo

9781138578234: Deep Learning in Biometrics

Edizione in evidenza

ISBN 10:  1138578231 ISBN 13:  9781138578234
Casa editrice: CRC Press, 2018
Rilegato