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Enhanced Biometric Identification Using Photoplethysmography Signals

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Release : 2024-03-25
Genre : Computers
Kind : eBook
Book Rating : 428/5 ( reviews)

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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. This book was released on 2024-03-25. 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

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Release : 2021-03-21
Genre : Computers
Kind : eBook
Book Rating : 626/5 ( reviews)

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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. This book was released on 2021-03-21. 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)

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Release : 2013-01-11
Genre : Technology & Engineering
Kind : eBook
Book Rating : 974/5 ( reviews)

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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. This book was released on 2013-01-11. 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

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Release : 2021-11-03
Genre : Technology & Engineering
Kind : eBook
Book Rating : 25X/5 ( reviews)

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Book Synopsis Photoplethysmography by : Panicos A. Kyriacou

Download or read book Photoplethysmography written by Panicos A. Kyriacou. This book was released on 2021-11-03. 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

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Release :
Genre :
Kind : eBook
Book Rating : 609/5 ( reviews)

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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. This book was released on . Available in PDF, EPUB and Kindle. Book excerpt:

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