Biometric Identification Technologies Based On Modern Data Mining Methods

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Biometric Identification Technologies Based on Modern Data Mining Methods

Author : Stepan Bilan
Publisher : Springer Nature
ISBN 13 : 3030483789
Total Pages : 203 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Biometric Identification Technologies Based on Modern Data Mining Methods by : Stepan Bilan

Download or read book Biometric Identification Technologies Based on Modern Data Mining Methods written by Stepan Bilan and published by Springer Nature. This book was released on 2020-12-03 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book emphasizes recent advances in the creation of biometric identification systems for various applications in the field of human activity. The book displays the problems that arise in modern systems of biometric identification, as well as the level of development and prospects for the introduction of biometric technologies. The authors classify biometric technologies into two groups, distinguished according to the type of biometric characteristics used. The first group uses static biometric parameters: fingerprints, hand geometry, retina pattern, vein pattern on the finger, etc. The second group uses dynamic parameters for identification: the dynamics of the reproduction of a signature or a handwritten keyword, voice, gait, dynamics of work on the keyboard, etc. The directions of building information systems that use automatic personality identification based on the analysis of unique biometric characteristics of a person are discussed. The book is intended for professionals working and conducting research in the field of intelligent information processing, information security, and robotics and in the field of real-time identification systems. The book contains examples and problems/solutions throughout.

Biometric System and Data Analysis

Author : Ted Dunstone
Publisher : Springer Science & Business Media
ISBN 13 : 0387776273
Total Pages : 282 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Biometric System and Data Analysis by : Ted Dunstone

Download or read book Biometric System and Data Analysis written by Ted Dunstone and published by Springer Science & Business Media. This book was released on 2008-10-31 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together aspects of statistics and machine learning to provide a comprehensive guide to evaluating, interpreting and understanding biometric data. It naturally leads to topics including data mining and prediction to be examined in detail. The book places an emphasis on the various performance measures available for biometric systems, what they mean, and when they should and should not be applied. The evaluation techniques are presented rigorously, however they are always accompanied by intuitive explanations. This is important for the increased acceptance of biometrics among non-technical decision makers, and ultimately the general public.

Biometric Data in Smart Cities

Author : Stepan Bilan
Publisher : CRC Press
ISBN 13 : 1000412423
Total Pages : 228 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Biometric Data in Smart Cities by : Stepan Bilan

Download or read book Biometric Data in Smart Cities written by Stepan Bilan and published by CRC Press. This book was released on 2021-07-18 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: covers the theoretical foundations of building a biometric multisensor network, which allowsto create a unified urban biometric community provides foundations of the parallel shift technology and the Radon transformation on cellular automata with a hexagonal covering discusses the methods of biometric identification by gait parameters and the geometric shape of the auricle, which are effectively used in a smart city serves as a great resource for undergraduate, graduate students and specialists working and conducting research in the field of biometric information processing, as well as in the development and construction of distributed intelligent systems

Biometrics in a Data Driven World

Author : Sinjini Mitra
Publisher : CRC Press
ISBN 13 : 1315317060
Total Pages : 361 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Biometrics in a Data Driven World by : Sinjini Mitra

Download or read book Biometrics in a Data Driven World written by Sinjini Mitra and published by CRC Press. This book was released on 2016-12-01 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biometrics in a Data Driven World: Trends, Technologies, and Challenges aims to inform readers about the modern applications of biometrics in the context of a data-driven society, to familiarize them with the rich history of biometrics, and to provide them with a glimpse into the future of biometrics. The first section of the book discusses the fundamentals of biometrics and provides an overview of common biometric modalities, namely face, fingerprints, iris, and voice. It also discusses the history of the field, and provides an overview of emerging trends and opportunities. The second section of the book introduces readers to a wide range of biometric applications. The next part of the book is dedicated to the discussion of case studies of biometric modalities currently used on mobile applications. As smartphones and tablet computers are rapidly becoming the dominant consumer computer platforms, biometrics-based authentication is emerging as an integral part of protecting mobile devices against unauthorized access, while enabling new and highly popular applications, such as secure online payment authorization. The book concludes with a discussion of future trends and opportunities in the field of biometrics, which will pave the way for advancing research in the area of biometrics, and for the deployment of biometric technologies in real-world applications. The book is designed for individuals interested in exploring the contemporary applications of biometrics, from students to researchers and practitioners working in this field. Both undergraduate and graduate students enrolled in college-level security courses will also find this book to be an especially useful companion.

Biometric Security and Privacy

Author : Richard Jiang
Publisher : Springer
ISBN 13 : 3319473018
Total Pages : 423 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Biometric Security and Privacy by : Richard Jiang

Download or read book Biometric Security and Privacy written by Richard Jiang and published by Springer. This book was released on 2016-12-21 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights recent research advances on biometrics using new methods such as deep learning, nonlinear graph embedding, fuzzy approaches, and ensemble learning. Included are special biometric technologies related to privacy and security issues, such as cancellable biometrics and soft biometrics. The book also focuses on several emerging topics such as big data issues, internet of things, medical biometrics, healthcare, and robot-human interactions. The authors show how these new applications have triggered a number of new biometric approaches. They show, as an example, how fuzzy extractor has become a useful tool for key generation in biometric banking, and vein/heart rates from medical records can also be used to identify patients. The contributors cover the topics, their methods, and their applications in depth.

Public Policy and Technological Transformations in Africa

Author : Gedion Onyango
Publisher : Springer Nature
ISBN 13 : 3031187040
Total Pages : 431 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Public Policy and Technological Transformations in Africa by : Gedion Onyango

Download or read book Public Policy and Technological Transformations in Africa written by Gedion Onyango and published by Springer Nature. This book was released on 2023-07-31 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the links between public policy and Fourth Industrial Revolution (4IR) technological developments in Africa. It broadly assesses three key areas – policy entrepreneurship, policy tools and citizen participation – in order to better understand the interfaces between public policy and technological transformations in African countries. The book presents incisive case studies on topics including AI policies, mobile money, e-budgeting, digital economy, digital agriculture and digital ethical dilemmas in order to illuminate technological proliferation in African policy systems. Its analysis considers the broader contexts of African state politics and governance. It will appeal to students, instructors, researchers and practitioners interested in governance and digital transformations in developing countries.

Advances in Biometrics for Secure Human Authentication and Recognition

Author : Dakshina Ranjan Kisku
Publisher : CRC Press
ISBN 13 : 1466582421
Total Pages : 354 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Advances in Biometrics for Secure Human Authentication and Recognition by : Dakshina Ranjan Kisku

Download or read book Advances in Biometrics for Secure Human Authentication and Recognition written by Dakshina Ranjan Kisku and published by CRC Press. This book was released on 2013-12-09 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although biometric systems present powerful alternatives to traditional authentication schemes, there are still many concerns about their security. Advances in Biometrics for Secure Human Authentication and Recognition showcases some of the latest 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 techniques as well as novel systems that have been developed over the past few years. It presents 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. Filled with comprehensive graphical and modular illustrations, the text covers applications of affective computing in biometrics, matching sketch to photograph, cryptography approaches in biometrics, biometrics alteration, heterogeneous biometrics, and age invariant biometrics. It also presents biometrics algorithms with novel feature extraction techniques, computer vision approaches, soft computing approaches, and machine learning techniques under a unified framework used in biometrics systems. Containing the work of some of the world’s most respected biometrics researchers, the book includes model question papers, mathematical notations, and exercises to reinforce understanding. Providing an up-to-date review of intelligence techniques and theories used in biometric technologies for secure human authentication and identification, this is an essential reference for researchers, scholars, graduate students, engineers, practitioners, and developers in the field of biometrics and its related fields.

Future And Fintech, The: Abcdi And Beyond

Author : Jun Xu
Publisher : World Scientific
ISBN 13 : 981125091X
Total Pages : 553 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Future And Fintech, The: Abcdi And Beyond by : Jun Xu

Download or read book Future And Fintech, The: Abcdi And Beyond written by Jun Xu and published by World Scientific. This book was released on 2022-05-05 with total page 553 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Future and FinTech examines the fundamental financial technologies and its growing impact on the Banking, Financial Services and Insurance (BFSI) sectors. With global investment amounting to more than $100 billion in 2020, the proliferation of FinTech has underpinned the direction payments, loans, wealth management, insurance, and cryptocurrencies are heading.This book presents FinTech from an industrial perspective in the context of architecture and its basic building blocks, e.g., Artificial Intelligence (AI), Blockchain, Cloud, Big Data, Internet of Things (IoT), and its connections to real-life applications at work. It provides a detailed guidance on how FinTech digitalizes business operations, improves productivity and efficiency, and optimizes resource management with the help of some new concepts, such as AIOps, MLOps and DevSecOps. Readers will also discover how FinTech Innovations connect BFSI to the rest of the world with growing interests in Open Banking, Banking-as-a-Service (BaaS) and FinTech-as-a-Service (FaaS).To help readers understand how FinTech has unlocked numerous opportunities for tapping into the massive substantial group of customers, this book illustrates the massive changes already underway and provides insights into changes yet to come through practical examples and applications with illustrative figures and summary tables, making this book a handy quick reference for all things of FinTech.Related Link(s)

Designing Smart and Resilient Cities for a Post-Pandemic World

Author : Anthony Larsson
Publisher : Taylor & Francis
ISBN 13 : 1000636054
Total Pages : 315 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Designing Smart and Resilient Cities for a Post-Pandemic World by : Anthony Larsson

Download or read book Designing Smart and Resilient Cities for a Post-Pandemic World written by Anthony Larsson and published by Taylor & Francis. This book was released on 2022-08-31 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: Are pandemics the end of cities? Or, do they present an opportunity for us to reshape cities in ways making us even more innovative, successful and sustainable? Pandemics such as COVID-19 (and comparable disruptions) have caused intense debates over the future of cities. Through a series of investigative studies, Designing Smart and Resilient Cities for a Post-Pandemic World: Metropandemic Revolution seeks to critically discuss and compare different cases, innovations and approaches as to how cities can utilise nascent and future digital technology and/or new strategies in order to build stronger resilience to better tackle comparable large-scale pandemics and/or disruptions in the future. The authors identify ten separate societal areas where future digital technology can impact resilience. These are discussed in individual chapters. Each chapter concludes with a set of proposed "action points" based on the conclusions of each respective study. These serve as solid policy recommendations of what courses of action to take, to help increase the resilience in smart cities for each designated area. Securing resilience and cohesion between each area will bring about the metropandemic revolution. This book features a foreword by Nobel laureate Peter C. Doherty and an afterword by Professor of Urban Technologies, Carlo Ratti. It provides fresh and unique insights on smart cities and futures studies in a pandemic context, offers profound reflections on contemporary societal functions and the needs to build resilience and combines lessons learned from historical pandemics with possibilities offered by future technology.

Biometric Identification, Law and Ethics

Author : Marcus Smith
Publisher : Springer Nature
ISBN 13 : 3030902560
Total Pages : 105 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Biometric Identification, Law and Ethics by : Marcus Smith

Download or read book Biometric Identification, Law and Ethics written by Marcus Smith and published by Springer Nature. This book was released on 2021-12-10 with total page 105 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is open access. This book undertakes a multifaceted and integrated examination of biometric identification, including the current state of the technology, how it is being used, the key ethical issues, and the implications for law and regulation. The five chapters examine the main forms of contemporary biometrics–fingerprint recognition, facial recognition and DNA identification– as well the integration of biometric data with other forms of personal data, analyses key ethical concepts in play, including privacy, individual autonomy, collective responsibility, and joint ownership rights, and proposes a raft of principles to guide the regulation of biometrics in liberal democracies. Biometric identification technology is developing rapidly and being implemented more widely, along with other forms of information technology. As products, services and communication moves online, digital identity and security is becoming more important. Biometric identification facilitates this transition. Citizens now use biometrics to access a smartphone or obtain a passport; law enforcement agencies use biometrics in association with CCTV to identify a terrorist in a crowd, or identify a suspect via their fingerprints or DNA; and companies use biometrics to identify their customers and employees. In some cases the use of biometrics is governed by law, in others the technology has developed and been implemented so quickly that, perhaps because it has been viewed as a valuable security enhancement, laws regulating its use have often not been updated to reflect new applications. However, the technology associated with biometrics raises significant ethical problems, including in relation to individual privacy, ownership of biometric data, dual use and, more generally, as is illustrated by the increasing use of biometrics in authoritarian states such as China, the potential for unregulated biometrics to undermine fundamental principles of liberal democracy. Resolving these ethical problems is a vital step towards more effective regulation.

Biometrics: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1522509844
Total Pages : 1852 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Biometrics: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Biometrics: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2016-08-30 with total page 1852 pages. Available in PDF, EPUB and Kindle. Book excerpt: Security and authentication issues are surging to the forefront of the research realm in global society. As technology continues to evolve, individuals are finding it easier to infiltrate various forums and facilities where they can illegally obtain information and access. By implementing biometric authentications to these forums, users are able to prevent attacks on their privacy and security. Biometrics: Concepts, Methodologies, Tools, and Applications is a multi-volume publication highlighting critical topics related to access control, user identification, and surveillance technologies. Featuring emergent research on the issues and challenges in security and privacy, various forms of user authentication, biometric applications to image processing and computer vision, and security applications within the field, this publication is an ideal reference source for researchers, engineers, technology developers, students, and security specialists.

Introduction to Biometrics

Author : Anil K. Jain
Publisher : Springer Science & Business Media
ISBN 13 : 0387773266
Total Pages : 312 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Introduction to Biometrics by : Anil K. Jain

Download or read book Introduction to Biometrics written by Anil K. Jain and published by Springer Science & Business Media. This book was released on 2011-11-18 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biometric recognition, or simply biometrics, is the science of establishing the identity of a person based on physical or behavioral attributes. It is a rapidly evolving field with applications ranging from securely accessing one’s computer to gaining entry into a country. While the deployment of large-scale biometric systems in both commercial and government applications has increased the public awareness of this technology, "Introduction to Biometrics" is the first textbook to introduce the fundamentals of Biometrics to undergraduate/graduate students. The three commonly used modalities in the biometrics field, namely, fingerprint, face, and iris are covered in detail in this book. Few other modalities like hand geometry, ear, and gait are also discussed briefly along with advanced topics such as multibiometric systems and security of biometric systems. Exercises for each chapter will be available on the book website to help students gain a better understanding of the topics and obtain practical experience in designing computer programs for biometric applications. These can be found at: http://www.csee.wvu.edu/~ross/BiometricsTextBook/. Designed for undergraduate and graduate students in computer science and electrical engineering, "Introduction to Biometrics" is also suitable for researchers and biometric and computer security professionals.

Biometric-Based Physical and Cybersecurity Systems

Author : Mohammad S. Obaidat
Publisher : Springer
ISBN 13 : 3319987348
Total Pages : 590 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Biometric-Based Physical and Cybersecurity Systems by : Mohammad S. Obaidat

Download or read book Biometric-Based Physical and Cybersecurity Systems written by Mohammad S. Obaidat and published by Springer. This book was released on 2018-10-24 with total page 590 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest developments in biometrics technologies and reports on new approaches, methods, findings, and technologies developed or being developed by the research community and the industry. The book focuses on introducing fundamental principles and concepts of key enabling technologies for biometric systems applied for both physical and cyber security. The authors disseminate recent research and developing efforts in this area, investigate related trends and challenges, and present case studies and examples such as fingerprint, face, iris, retina, keystroke dynamics, and voice applications . The authors also investigate the advances and future outcomes in research and development in biometric security systems. The book is applicable to students, instructors, researchers, industry practitioners, and related government agencies staff. Each chapter is accompanied by a set of PowerPoint slides for use by instructors.

Biometrics in Identity Management

Author : Shimon K. Modi
Publisher : Artech House
ISBN 13 : 1608070182
Total Pages : 279 pages
Book Rating : 4.6/5 (8 download)

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Book Synopsis Biometrics in Identity Management by : Shimon K. Modi

Download or read book Biometrics in Identity Management written by Shimon K. Modi and published by Artech House. This book was released on 2011 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: In todayOCOs digital infrastructure we have to interact with an increasing number of systems, both in the physical and virtual world. Identity management (IdM) -- the process of identifying an individual and controlling access to resources based on their associated privileges -- is becoming progressively complex. This has brought the spotlight on the importance of effective and efficient means of ascertaining an individualOCOs identity. Biometric technologies like fingerprint recognition, face recognition, iris recognition etc. have a long history of use in law enforcement applications and are now transitioning towards commercial applications like password replacements, ATM authentication and others.This unique book provides you with comprehensive coverage of commercially available biometric technologies, their underlying principles, operational challenges and benefits, and deployment considerations. It also offers a look at the future direction these technologies are taking. By focusing on factors that drive the practical implementation of biometric technologies, this book serves to bridge the gap between academic researchers and industry practitioners. This book focuses on design, development, and deployment issues related to biometric technologies, including operational challenges, integration strategies, technical evaluations of biometric systems, standardization and privacy preserving principles, and several open questions which need to be answered for successful deployments."

Biometric Authentication in Online Learning Environments

Author : Kumar, A.V. Senthil
Publisher : IGI Global
ISBN 13 : 1522577254
Total Pages : 314 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Biometric Authentication in Online Learning Environments by : Kumar, A.V. Senthil

Download or read book Biometric Authentication in Online Learning Environments written by Kumar, A.V. Senthil and published by IGI Global. This book was released on 2019-02-15 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: Student assessment in online learning is submitted remotely without any face-to-face interaction, and therefore, student authentication is widely seen as one of the major challenges in online examination. Authentication is the process of determining whether someone or something is, in fact, who or what it is declared to be. As the dependence upon computers and computer networks grows, especially within education, the need for authentication has increased. Biometric Authentication in Online Learning Environments provides innovative insights into biometrics as a strategy to mitigate risk and provide authentication, while introducing a framework that provides security to improve e-learning and on-line examination by utilizing biometric-based authentication techniques. This book examines e-learning, security, threats in online exams, security considerations, and biometric technologies, and is designed for IT professionals, higher education administrators, professors, researchers, business professionals, academicians, and libraries seeking topics centered on biometrics as an authentication strategy within educational environments.

Advances in Biometrics

Author : N. K. Ratha
Publisher : Springer Science & Business Media
ISBN 13 : 1846289211
Total Pages : 504 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Advances in Biometrics by : N. K. Ratha

Download or read book Advances in Biometrics written by N. K. Ratha and published by Springer Science & Business Media. This book was released on 2007-10-06 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent advances in biometrics include new developments in sensors, modalities and algorithms. As new sensors are designed, newer challenges emerge in the algorithms for accurate recognition. Written for researchers, advanced students and practitioners to use as a handbook, this volume captures the very latest state-of-the-art research contributions from leading international researchers. It offers coverage of the entire gamut of topics in the field, including sensors, data acquisition, pattern-matching algorithms, and issues that impact at the system level, such as standards, security, networks, and databases

Deep Learning for Biometrics

Author : Bir Bhanu
Publisher : Springer
ISBN 13 : 3319616579
Total Pages : 312 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Deep Learning for Biometrics by : Bir Bhanu

Download or read book Deep Learning for Biometrics written by Bir Bhanu and published by Springer. This book was released on 2017-08-01 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: This timely text/reference presents a broad overview of advanced deep learning architectures for learning effective feature representation for perceptual and biometrics-related tasks. The text offers a showcase of cutting-edge research on the use of convolutional neural networks (CNN) in face, iris, fingerprint, and vascular biometric systems, in addition to surveillance systems that use soft biometrics. Issues of biometrics security are also examined. Topics and features: addresses the application of deep learning to enhance the performance of biometrics identification across a wide range of different biometrics modalities; revisits deep learning for face biometrics, offering insights from neuroimaging, and provides comparison with popular CNN-based architectures for face recognition; examines deep learning for state-of-the-art latent fingerprint and finger-vein recognition, as well as iris recognition; discusses deep learning for soft biometrics, including approaches for gesture-based identification, gender classification, and tattoo recognition; investigates deep learning for biometrics security, covering biometrics template protection methods, and liveness detection to protect against fake biometrics samples; presents contributions from a global selection of pre-eminent experts in the field representing academia, industry and government laboratories. Providing both an accessible introduction to the practical applications of deep learning in biometrics, and a comprehensive coverage of the entire spectrum of biometric modalities, this authoritative volume will be of great interest to all researchers, practitioners and students involved in related areas of computer vision, pattern recognition and machine learning.