Periocular Biometrics For Human Recognition
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Periocular Biometrics For Human Recognition
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Author : Nirgish Kumar
language : en
Publisher:
Release Date : 2023-12
Periocular Biometrics For Human Recognition written by Nirgish Kumar and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12 with categories.
As statistics become additional rife in society, the analysis space is antic- ipated to deal with an ever widening field of issues and conditions. Ancient biometric modalities and approaches area unit reaching a state of maturity, and their limits area unit clearly outlined. Since the requirements of a biometric computer user would possibly extend on the far side those limits, new modalities and techniques should address such considerations. The goal of the work presented here is to explore the periocular region, the region close the attention, and evaluate its usability and limitations in addressing these considerations. First, a study of the periocular region was performed to look at its impracticable in addressing issues that have an effect on ancient face- and iris- based biometric systems. Second, the body of the periocular region was analyzed to see the types of options found there and the way they influence the performance of a biometric recognition system. Third, the employment of native look based mostly approaches in periocular recognition was explored. Lastly, the knowledge gained from the previous experiments was accustomed develop a unique feature representa- tion technique that's specific to the periocular region. This work is critical be-cause it provides a unique analysis of the options found within the periocular region and pro- duces a feature extraction technique that resulted in higher recognition performance over ancient techniques.
Iris And Periocular Biometric Recognition
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Author : Christian Rathgeb
language : en
Publisher:
Release Date : 2017
Iris And Periocular Biometric Recognition written by Christian Rathgeb and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with Biometric identification categories.
The book reviews developments in the following fields: periocular biometrics; robust iris image segmentation; iris image quality metrics; iris biometric indexing; biometric recognition; best periocular region identification; presentation attack resistant robust biometric ocular system; soft biometric classification; gender classification; near infrared iris images; age predictive biometrics; contact lens detection; software attacks; privacy protection; forensics; iris biometric template protection; privacy-preserving distance computation; IrisCodes; iris sensor identification; iris image matching; embedded systems; and mobile iris recognition.
Human Recognition In Unconstrained Environments
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Author : Maria De Marsico
language : en
Publisher: Academic Press
Release Date : 2017-01-09
Human Recognition In Unconstrained Environments written by Maria De Marsico and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-09 with Technology & Engineering categories.
This book provides a unique picture of the complete ‘in-the-wild’ biometric recognition processing chain; from data acquisition through to detection, segmentation, encoding, and matching reactions against security incidents. Coverage includes: Data hardware architecture fundamentals Background subtraction of humans in outdoor scenes Camera synchronization Biometric traits: Real-time detection and data segmentation Biometric traits: Feature encoding / matching Fusion at different levels Reaction against security incidents Ethical issues in non-cooperative biometric recognition in public spaces With this book readers will learn how to: Use computer vision, pattern recognition and machine learning methods for biometric recognition in real-world, real-time settings, especially those related to forensics and security Choose the most suited biometric traits and recognition methods for uncontrolled settings Evaluate the performance of a biometric system on real world data Presents a complete picture of the biometric recognition processing chain, ranging from data acquisition to the reaction procedures against security incidents Provides specific requirements and issues behind each typical phase of the development of a robust biometric recognition system Includes a contextualization of the ethical/privacy issues behind the development of a covert recognition system which can be used for forensics and security activities
Face Recognition Across The Imaging Spectrum
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Author : Thirimachos Bourlai
language : en
Publisher: Springer
Release Date : 2016-02-12
Face Recognition Across The Imaging Spectrum written by Thirimachos Bourlai and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-02-12 with Computers categories.
This authoritative text/reference presents a comprehensive review of algorithms and techniques for face recognition (FR), with an emphasis on systems that can be reliably used in operational environments. Insights are provided by an international team of pre-eminent experts into the processing of multispectral and hyperspectral face images captured under uncontrolled environments. These discussions cover a variety of imaging sensors ranging from state-of-the-art visible and infrared imaging sensors, to RGB-D and mobile phone image sensors. A range of different biometric modalities are also examined, including face, periocular and iris. This timely volume is a mine of useful information for researchers, practitioners and students involved in image processing, computer vision, biometrics and security.
Biometric Recognition
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Author : Jinfeng Yang
language : en
Publisher: Springer
Release Date : 2015-10-23
Biometric Recognition written by Jinfeng Yang and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-23 with Computers categories.
This book constitutes the refereed proceedings of the 10th Chinese Conference on Biometric Recognition, CCBR 2015, held in Tianjin, China, in November 2015. The 85 revised full papers presented were carefully reviewed and selected from among 120 submissions. The papers focus on face, fingerprint and palmprint, vein biometrics, iris and ocular biometrics, behavioral biometrics, application and system of biometrics, multi-biometrics and information fusion, other biometric recognition and processing.
Advances In Biometrics For Secure Human Authentication And Recognition
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Author : Dakshina Ranjan Kisku
language : en
Publisher: CRC Press
Release Date : 2013-12-09
Advances In Biometrics For Secure Human Authentication And Recognition written by Dakshina Ranjan Kisku and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-09 with Computers categories.
This book showcases the technologies and algorithms being used for human authentication and recognition. Examining the full range of biometrics solutions, including unimodal and multimodal biometrics, the book covers conventional biometric techniques as well as novel systems developed over the past few years. It includes coverage of new biometric algorithms with novel feature extraction techniques, new computer vision approaches, soft computing approaches, and machine learning techniques under a unified framework used in biometrics systems. The text includes model question papers, mathematical notations, and exercises to reinforce understanding.
Iris And Periocular Recognition Using Deep Learning
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Author : Ajay Kumar
language : en
Publisher: Elsevier
Release Date : 2024-06-28
Iris And Periocular Recognition Using Deep Learning written by Ajay Kumar and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-28 with Computers categories.
This book systematically explains the fundamental and most advanced techniques for ocular imprint-based human identification, with many applications in sectors such as healthcare, online education, e-business, metaverse, and entertainment. This is the first-ever book devoted to iris recognition that details cutting-edge techniques using deep neural networks. This book systematically introduces such algorithmic details with attractive illustrations, examples, experimental comparisons, and security analysis. It answers many fundamental questions about the most effective iris and periocular recognition techniques. ? Provides insightful algorithmic details into highly efficient and precise iris recognition using deep neural networks ? Unveils a collection of previously unpublished results and in-depth explanations of advanced ocular recognition algorithms ? Presents iris recognition algorithms specifically designed to bolster metaverse security, featuring specialized techniques for iris detection, segmentation, and matching ? Offers illustrative examples and comparative analysis, establishing reliability and confidence in deep learning-based methods over widely used conventional methods ? Provides access to the original codes and databases
Development Evaluation And Analysis Of Complex Eye Movement Biometrics
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Author : Corey D. Holland
language : en
Publisher:
Release Date : 2015
Development Evaluation And Analysis Of Complex Eye Movement Biometrics written by Corey D. Holland and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with Biomedical engineering categories.
Eye movements present a novel and unique solution to the challenges faced by modern biometrics. Consisting of both physical and neurological components, and due to the minute scale, the accurate replication of eye movements outside of a living subject is practically infeasible (if not impossible), providing an inherent level of liveness detection and counterfeit-resistance. Further, recent advances in video-oculography allow for the efficient capture of eye movements from even low-quality image sensors, reducing the cost of entry and enabling integration with many existing iris, periocular, and facial recognition systems. The following thesis describes the development of biometric techniques for the automated identification of human subjects based on patterns of eye movements that occur naturally during directed viewing of a visual stimulus. The proposed techniques are then evaluated according to standard practices in the biometric field to assess performance under varying environmental conditions. The results of this evaluation are analyzed to provide recommendations for suitable applications of the described techniques and direction for future research in this area.
Behavioral Biometrics For Human Identification Intelligent Applications
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Author : Wang, Liang
language : en
Publisher: IGI Global
Release Date : 2009-08-31
Behavioral Biometrics For Human Identification Intelligent Applications written by Wang, Liang and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-08-31 with Computers categories.
"This edited book provides researchers and practitioners a comprehensive understanding of the start-of-the-art of behavioral biometrics techniques, potential applications, successful practice, and available resources"--Provided by publisher.
Handbook Of Vascular Biometrics
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Author : Andreas Uhl
language : en
Publisher: Springer Nature
Release Date : 2020-01-01
Handbook Of Vascular Biometrics written by Andreas Uhl and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-01 with Biometric identification categories.
This open access handbook provides the first comprehensive overview of biometrics exploiting the shape of human blood vessels for biometric recognition, i.e. vascular biometrics, including finger vein recognition, hand/palm vein recognition, retina recognition, and sclera recognition. After an introductory chapter summarizing the state of the art in and availability of commercial systems and open datasets/open source software, individual chapters focus on specific aspects of one of the biometric modalities, including questions of usability, security, and privacy. The book features contributions from both academia and major industrial manufacturers.