Enhanced Biometric Identification Using Photoplethysmography Signals

Enhanced Biometric Identification Using Photoplethysmography Signals

Author: Kim Ho Yeap

Publisher: Cambridge Scholars Publishing

Published: 2024-03-25

Total Pages: 176

ISBN-13: 1036402428

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In an era where ensuring security is of utmost importance, biometric identification emerges as a fundamental aspect, capitalizing on unique biological signals that are impossible to replicate. This groundbreaking study introduces an innovative approach to authentication by harnessing photoplethysmographic (PPG) signals, which are renowned for their accessibility and cost-effectiveness. Delve into a realm where optical sensors extract PPG signals, unveiling their potential as inherently distinctive biometric traits. By drawing insights from biometric datasets of 40 subjects, this book meticulously demonstrates the effectiveness of PPG signals under controlled conditions. More than ten thousand feature sets are analyzed, revealing the superiority of the Support Vector Machine (SVM) model with an exceptional accuracy rate of 99.46%. This publication reveals the culmination of a project that revolutionizes biometric personal identification, with a specific focus on critical sectors such as banking, military, and information technology.


Book Synopsis Enhanced Biometric Identification Using Photoplethysmography Signals by : Kim Ho Yeap

Download or read book Enhanced Biometric Identification Using Photoplethysmography Signals written by Kim Ho Yeap and published by Cambridge Scholars Publishing. This book was released on 2024-03-25 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: In an era where ensuring security is of utmost importance, biometric identification emerges as a fundamental aspect, capitalizing on unique biological signals that are impossible to replicate. This groundbreaking study introduces an innovative approach to authentication by harnessing photoplethysmographic (PPG) signals, which are renowned for their accessibility and cost-effectiveness. Delve into a realm where optical sensors extract PPG signals, unveiling their potential as inherently distinctive biometric traits. By drawing insights from biometric datasets of 40 subjects, this book meticulously demonstrates the effectiveness of PPG signals under controlled conditions. More than ten thousand feature sets are analyzed, revealing the superiority of the Support Vector Machine (SVM) model with an exceptional accuracy rate of 99.46%. This publication reveals the culmination of a project that revolutionizes biometric personal identification, with a specific focus on critical sectors such as banking, military, and information technology.


AI and Deep Learning in Biometric Security

AI and Deep Learning in Biometric Security

Author: Gaurav Jaswal

Publisher: CRC Press

Published: 2021-03-21

Total Pages: 378

ISBN-13: 1000291626

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This book provides an in-depth overview of artificial intelligence and deep learning approaches with case studies to solve problems associated with biometric security such as authentication, indexing, template protection, spoofing attack detection, ROI detection, gender classification etc. This text highlights a showcase of cutting-edge research on the use of convolution neural networks, autoencoders, recurrent convolutional neural networks in face, hand, iris, gait, fingerprint, vein, and medical biometric traits. It also provides a step-by-step guide to understanding deep learning concepts for biometrics authentication approaches and presents an analysis of biometric images under various environmental conditions. This book is sure to catch the attention of scholars, researchers, practitioners, and technology aspirants who are willing to research in the field of AI and biometric security.


Book Synopsis AI and Deep Learning in Biometric Security by : Gaurav Jaswal

Download or read book AI and Deep Learning in Biometric Security written by Gaurav Jaswal and published by CRC Press. This book was released on 2021-03-21 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an in-depth overview of artificial intelligence and deep learning approaches with case studies to solve problems associated with biometric security such as authentication, indexing, template protection, spoofing attack detection, ROI detection, gender classification etc. This text highlights a showcase of cutting-edge research on the use of convolution neural networks, autoencoders, recurrent convolutional neural networks in face, hand, iris, gait, fingerprint, vein, and medical biometric traits. It also provides a step-by-step guide to understanding deep learning concepts for biometrics authentication approaches and presents an analysis of biometric images under various environmental conditions. This book is sure to catch the attention of scholars, researchers, practitioners, and technology aspirants who are willing to research in the field of AI and biometric security.


Proceedings of the Fourth International Conference on Signal and Image Processing 2012 (ICSIP 2012)

Proceedings of the Fourth International Conference on Signal and Image Processing 2012 (ICSIP 2012)

Author: Mohan S

Publisher: Springer Science & Business Media

Published: 2013-01-11

Total Pages: 622

ISBN-13: 8132209974

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The proceedings includes cutting-edge research articles from the Fourth International Conference on Signal and Image Processing (ICSIP), which is organised by Dr. N.G.P. Institute of Technology, Kalapatti, Coimbatore. The Conference provides academia and industry to discuss and present the latest technological advances and research results in the fields of theoretical, experimental, and application of signal, image and video processing. The book provides latest and most informative content from engineers and scientists in signal, image and video processing from around the world, which will benefit the future research community to work in a more cohesive and collaborative way.


Book Synopsis Proceedings of the Fourth International Conference on Signal and Image Processing 2012 (ICSIP 2012) by : Mohan S

Download or read book Proceedings of the Fourth International Conference on Signal and Image Processing 2012 (ICSIP 2012) written by Mohan S and published by Springer Science & Business Media. This book was released on 2013-01-11 with total page 622 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proceedings includes cutting-edge research articles from the Fourth International Conference on Signal and Image Processing (ICSIP), which is organised by Dr. N.G.P. Institute of Technology, Kalapatti, Coimbatore. The Conference provides academia and industry to discuss and present the latest technological advances and research results in the fields of theoretical, experimental, and application of signal, image and video processing. The book provides latest and most informative content from engineers and scientists in signal, image and video processing from around the world, which will benefit the future research community to work in a more cohesive and collaborative way.


Photoplethysmography

Photoplethysmography

Author: Panicos A. Kyriacou

Publisher: Academic Press

Published: 2021-11-03

Total Pages: 508

ISBN-13: 012823525X

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Photoplethysmography: Technology, Signal Analysis, and Applications is the first comprehensive volume on the theory, principles, and technology (sensors and electronics) of photoplethysmography (PPG). It provides a detailed description of the current state-of-the-art technologies/optical components enabling the extreme miniaturization of such sensors, as well as comprehensive coverage of PPG signal analysis techniques including machine learning and artificial intelligence. The book also outlines the huge range of PPG applications in healthcare, with a strong focus on the contribution of PPG in wearable sensors and PPG for cardiovascular assessment. Presents the underlying principles and technology surrounding PPG Includes applications for healthcare and wellbeing Focuses on PPG in wearable sensors and devices Presents advanced signal analysis techniques Includes cutting-edge research, applications and future directions


Book Synopsis Photoplethysmography by : Panicos A. Kyriacou

Download or read book Photoplethysmography written by Panicos A. Kyriacou and published by Academic Press. This book was released on 2021-11-03 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: Photoplethysmography: Technology, Signal Analysis, and Applications is the first comprehensive volume on the theory, principles, and technology (sensors and electronics) of photoplethysmography (PPG). It provides a detailed description of the current state-of-the-art technologies/optical components enabling the extreme miniaturization of such sensors, as well as comprehensive coverage of PPG signal analysis techniques including machine learning and artificial intelligence. The book also outlines the huge range of PPG applications in healthcare, with a strong focus on the contribution of PPG in wearable sensors and PPG for cardiovascular assessment. Presents the underlying principles and technology surrounding PPG Includes applications for healthcare and wellbeing Focuses on PPG in wearable sensors and devices Presents advanced signal analysis techniques Includes cutting-edge research, applications and future directions


Advances in Bioengineering and Clinical Engineering

Advances in Bioengineering and Clinical Engineering

Author: Fernando Emilio Ballina

Publisher: Springer Nature

Published:

Total Pages: 683

ISBN-13: 3031619609

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Book Synopsis Advances in Bioengineering and Clinical Engineering by : Fernando Emilio Ballina

Download or read book Advances in Bioengineering and Clinical Engineering written by Fernando Emilio Ballina and published by Springer Nature. This book was released on with total page 683 pages. Available in PDF, EPUB and Kindle. Book excerpt:


Wearable/Personal Monitoring Devices Present to Future

Wearable/Personal Monitoring Devices Present to Future

Author: Gaetano D. Gargiulo

Publisher: Springer Nature

Published: 2021-10-26

Total Pages: 298

ISBN-13: 9811653240

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This book discusses recent advances in wearable technologies and personal monitoring devices, covering topics such as skin contact-based wearables (electrodes), non-contact wearables, the Internet of things (IoT), and signal processing for wearable devices. Although it chiefly focuses on wearable devices and provides comprehensive descriptions of all the core principles of personal monitoring devices, the book also features a section on devices that are embedded in smart appliances/furniture, e.g. chairs, which, despite their limitations, have taken the concept of unobtrusiveness to the next level. Wearable and personal devices are the key to precision medicine, and the medical community is finally exploring the opportunities offered by long-term monitoring of physiological parameters that are collected during day-to-day life without the bias imposed by the clinical environment. Such data offers a prime view of individuals’ physical condition, as well as the efficacy of therapy and occurrence of events. Offering an in-depth analysis of the latest advances in smart and pervasive wearable devices, particularly those that are unobtrusive and invisible, and addressing topics not covered elsewhere, the book will appeal to medical practitioners and engineers alike.


Book Synopsis Wearable/Personal Monitoring Devices Present to Future by : Gaetano D. Gargiulo

Download or read book Wearable/Personal Monitoring Devices Present to Future written by Gaetano D. Gargiulo and published by Springer Nature. This book was released on 2021-10-26 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses recent advances in wearable technologies and personal monitoring devices, covering topics such as skin contact-based wearables (electrodes), non-contact wearables, the Internet of things (IoT), and signal processing for wearable devices. Although it chiefly focuses on wearable devices and provides comprehensive descriptions of all the core principles of personal monitoring devices, the book also features a section on devices that are embedded in smart appliances/furniture, e.g. chairs, which, despite their limitations, have taken the concept of unobtrusiveness to the next level. Wearable and personal devices are the key to precision medicine, and the medical community is finally exploring the opportunities offered by long-term monitoring of physiological parameters that are collected during day-to-day life without the bias imposed by the clinical environment. Such data offers a prime view of individuals’ physical condition, as well as the efficacy of therapy and occurrence of events. Offering an in-depth analysis of the latest advances in smart and pervasive wearable devices, particularly those that are unobtrusive and invisible, and addressing topics not covered elsewhere, the book will appeal to medical practitioners and engineers alike.


Intelligent Human Computer Interaction

Intelligent Human Computer Interaction

Author: Madhusudan Singh

Publisher: Springer Nature

Published: 2021-02-05

Total Pages: 526

ISBN-13: 3030684490

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The two-volume set LNCS 12615 + 12616 constitutes the refereed proceedings of the 12th International Conference on Intelligent Human Computer Interaction, IHCI 2020, which took place in Daegu, South Korea, during November 24-26, 2020. The 75 full and 18 short papers included in these proceedings were carefully reviewed and selected from a total of 185 submissions. The papers were organized in topical sections named: cognitive modeling and system; biomedical signal processing and complex problem solving; natural language, speech, voice and study; algorithm and related applications; crowd sourcing and information analysis; intelligent usability and test system; assistive living; image processing and deep learning; and human-centered AI applications.


Book Synopsis Intelligent Human Computer Interaction by : Madhusudan Singh

Download or read book Intelligent Human Computer Interaction written by Madhusudan Singh and published by Springer Nature. This book was released on 2021-02-05 with total page 526 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 12615 + 12616 constitutes the refereed proceedings of the 12th International Conference on Intelligent Human Computer Interaction, IHCI 2020, which took place in Daegu, South Korea, during November 24-26, 2020. The 75 full and 18 short papers included in these proceedings were carefully reviewed and selected from a total of 185 submissions. The papers were organized in topical sections named: cognitive modeling and system; biomedical signal processing and complex problem solving; natural language, speech, voice and study; algorithm and related applications; crowd sourcing and information analysis; intelligent usability and test system; assistive living; image processing and deep learning; and human-centered AI applications.


Biomedical Signal Processing

Biomedical Signal Processing

Author: Ganesh Naik

Publisher: Springer Nature

Published: 2019-11-12

Total Pages: 432

ISBN-13: 9811390975

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This book reports on the latest advances in the study of biomedical signal processing, and discusses in detail a number of open problems concerning clinical, biomedical and neural signals. It methodically collects and presents in a unified form the research findings previously scattered throughout various scientific journals and conference proceedings. In addition, the chapters are self-contained and can be read independently. Accordingly, the book will be of interest to university researchers, R&D engineers and graduate students who wish to learn the core principles of biomedical signal analysis, algorithms, and applications, while also offering a valuable reference work for biomedical engineers and clinicians who wish to learn more about the theory and recent applications of neural engineering and biomedical signal processing.


Book Synopsis Biomedical Signal Processing by : Ganesh Naik

Download or read book Biomedical Signal Processing written by Ganesh Naik and published by Springer Nature. This book was released on 2019-11-12 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on the latest advances in the study of biomedical signal processing, and discusses in detail a number of open problems concerning clinical, biomedical and neural signals. It methodically collects and presents in a unified form the research findings previously scattered throughout various scientific journals and conference proceedings. In addition, the chapters are self-contained and can be read independently. Accordingly, the book will be of interest to university researchers, R&D engineers and graduate students who wish to learn the core principles of biomedical signal analysis, algorithms, and applications, while also offering a valuable reference work for biomedical engineers and clinicians who wish to learn more about the theory and recent applications of neural engineering and biomedical signal processing.


The Fifth International Conference on Safety and Security with IoT

The Fifth International Conference on Safety and Security with IoT

Author: Anand Nayyar

Publisher: Springer Nature

Published: 2022-06-11

Total Pages: 211

ISBN-13: 3030942856

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This book presents the Fifth International Conference on Safety and Security with IoT (SaSeIoT 2021), which took place online. The conference aims to explore not only IoT and its related critical applications but also IoT towards Security and Safety. The conference solicits original and inspiring research contributions from experts, researchers, designers, and practitioners in academia, industry and related fields and provides a common platform to share knowledge, experience and best practices in various domains of IoT.


Book Synopsis The Fifth International Conference on Safety and Security with IoT by : Anand Nayyar

Download or read book The Fifth International Conference on Safety and Security with IoT written by Anand Nayyar and published by Springer Nature. This book was released on 2022-06-11 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the Fifth International Conference on Safety and Security with IoT (SaSeIoT 2021), which took place online. The conference aims to explore not only IoT and its related critical applications but also IoT towards Security and Safety. The conference solicits original and inspiring research contributions from experts, researchers, designers, and practitioners in academia, industry and related fields and provides a common platform to share knowledge, experience and best practices in various domains of IoT.


21st European Conference on Cyber Warfare and Security

21st European Conference on Cyber Warfare and Security

Author:

Publisher: Academic Conferences and publishing limited

Published: 2022-06-16

Total Pages:

ISBN-13: 1914587413

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Book Synopsis 21st European Conference on Cyber Warfare and Security by :

Download or read book 21st European Conference on Cyber Warfare and Security written by and published by Academic Conferences and publishing limited. This book was released on 2022-06-16 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: