Machine Learning for Biometrics

Machine Learning for Biometrics
Author :
Publisher : Academic Press
Total Pages : 266
Release :
ISBN-10 : 9780323903394
ISBN-13 : 0323903398
Rating : 4/5 (94 Downloads)

Book Synopsis Machine Learning for Biometrics by : Partha Pratim Sarangi

Download or read book Machine Learning for Biometrics written by Partha Pratim Sarangi and published by Academic Press. This book was released on 2022-01-21 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning for Biometrics: Concepts, Algorithms and Applications highlights the fundamental concepts of machine learning, processing and analyzing data from biometrics and provides a review of intelligent and cognitive learning tools which can be adopted in this direction. Each chapter of the volume is supported by real-life case studies, illustrative examples and video demonstrations. The book elucidates various biometric concepts, algorithms and applications with machine intelligence solutions, providing guidance on best practices for new technologies such as e-health solutions, Data science, Cloud computing, and Internet of Things, etc. In each section, different machine learning concepts and algorithms are used, such as different object detection techniques, image enhancement techniques, both global and local feature extraction techniques, and classifiers those are commonly used data science techniques. These biometrics techniques can be used as tools in Cloud computing, Mobile computing, IOT based applications, and e-health care systems for secure login, device access control, personal recognition and surveillance. - Covers different machine intelligence concepts, algorithms and applications in the field of cybersecurity, e-health monitoring, secure cloud computing and secure IOT based operations - Explores advanced approaches to improve recognition performance of biometric systems with the use of recent machine intelligence techniques - Introduces detection or segmentation techniques to detect biometric characteristics from the background in the input sample


Machine Learning for Biometrics Related Books

Machine Learning for Biometrics
Language: en
Pages: 266
Authors: Partha Pratim Sarangi
Categories: Computers
Type: BOOK - Published: 2022-01-21 - Publisher: Academic Press

DOWNLOAD EBOOK

Machine Learning for Biometrics: Concepts, Algorithms and Applications highlights the fundamental concepts of machine learning, processing and analyzing data fr
Machine Learning and Biometrics
Language: en
Pages: 148
Authors: Jucheng Yang
Categories: Computers
Type: BOOK - Published: 2018-08-29 - Publisher: BoD – Books on Demand

DOWNLOAD EBOOK

We are entering the era of big data, and machine learning can be used to analyze this deluge of data automatically. Machine learning has been used to solve many
AI and Deep Learning in Biometric Security
Language: en
Pages: 409
Authors: Gaurav Jaswal
Categories: Technology & Engineering
Type: BOOK - Published: 2021-03-22 - Publisher: CRC Press

DOWNLOAD EBOOK

This book provides an in-depth overview of artificial intelligence and deep learning approaches with case studies to solve problems associated with biometric se
Deep Learning for Biometrics
Language: en
Pages: 0
Authors: Bir Bhanu
Categories: Computers
Type: BOOK - Published: 2018-05-12 - Publisher: Springer

DOWNLOAD EBOOK

This timely text/reference presents a broad overview of advanced deep learning architectures for learning effective feature representation for perceptual and bi
Deep Learning in Biometrics
Language: en
Pages: 329
Authors: Mayank Vatsa
Categories: Computers
Type: BOOK - Published: 2018-03-05 - Publisher: CRC Press

DOWNLOAD EBOOK

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