Cantitate/Preț
Produs

Deep Learning in Biometrics

Editat de Mayank Vatsa, Richa Singh, Angshul Majumdar
en Limba Engleză Paperback – 2 oct 2023
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.


Citește tot Restrânge

Toate formatele și edițiile

Toate formatele și edițiile Preț Express
Paperback (1) 26756 lei  6-8 săpt.
  CRC Press – 2 oct 2023 26756 lei  6-8 săpt.
Hardback (1) 105792 lei  6-8 săpt.
  CRC Press – 12 mar 2018 105792 lei  6-8 săpt.

Preț: 26756 lei

Preț vechi: 38317 lei
-30% Nou

Puncte Express: 401

Preț estimativ în valută:
5122 5268$ 4249£

Carte tipărită la comandă

Livrare economică 18 februarie-04 martie

Preluare comenzi: 021 569.72.76

Specificații

ISBN-13: 9781032653105
ISBN-10: 1032653108
Pagini: 328
Dimensiuni: 156 x 234 mm
Greutate: 0.58 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Locul publicării:Boca Raton, United States

Cuprins

Introduction to Deep Learning. Fast Deep Learning Architechtures. Multispectral Face Recognition with Deep Learning. Deep Matric Learning. Unconstrained Face Recognition with Deep Learning. 3D Face Processing with Deep Learning. Kinship Recognition with Deep Learning. Ocular Recognition with Deep Learning. Fingerprint Recognition with Deep Learning. Multispecteal iris Recognition with Deep Learning.

Notă biografică

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.

Descriere

This book will cover all the topics in deep learning, namely convolutional neural networks, deep belief network and stacked autoenders. The focus will be on the application of these techniques to various biometric modalities: face, iris, palmprint, and fingerprints.