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Deep Learning in Biometrics
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Deep Learning in Biometrics

Book Details

Format Paperback / Softback
ISBN-10 1032653108
ISBN-13 9781032653105
Publisher Taylor & Francis Ltd
Imprint CRC Press
Country of Manufacture GB
Country of Publication GB
Publication Date Oct 2nd, 2023
Print length 328 Pages
Weight 580 grams
Ksh 9,650.00
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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.

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.



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