Reliable Face Recognition Methods

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Reliable Face Recognition Methods

Harry Wechsler
Reliable Face Recognition Methods Book PDF

Author : Harry Wechsler
Publisher : Springer Science & Business Media
Page : 332 pages
File Size : 47,7 Mb
Release : 2009-04-05
Category : Computers
ISBN : 9780387384641

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Reliable Face Recognition Methods by Harry Wechsler Pdf

This book seeks to comprehensively address the face recognition problem while gaining new insights from complementary fields of endeavor. These include neurosciences, statistics, signal and image processing, computer vision, machine learning and data mining. The book examines the evolution of research surrounding the field to date, explores new directions, and offers specific guidance on the most promising venues for future research and development. The book’s focused approach and its clarity of presentation make this an excellent reference work.

Reliable Face Recognition Methods

Harry Wechsler
Reliable Face Recognition Methods Book PDF

Author : Harry Wechsler
Publisher : Springer
Page : 0 pages
File Size : 51,8 Mb
Release : 2006-11-02
Category : Computers
ISBN : 038722372X

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Reliable Face Recognition Methods by Harry Wechsler Pdf

This book seeks to comprehensively address the face recognition problem while gaining new insights from complementary fields of endeavor. These include neurosciences, statistics, signal and image processing, computer vision, machine learning and data mining. The book examines the evolution of research surrounding the field to date, explores new directions, and offers specific guidance on the most promising venues for future research and development. The book’s focused approach and its clarity of presentation make this an excellent reference work.

Handbook of Face Recognition

Stan Z. Li,Anil K. Jain
Handbook of Face Recognition Book PDF

Author : Stan Z. Li,Anil K. Jain
Publisher : Springer Science & Business Media
Page : 694 pages
File Size : 51,9 Mb
Release : 2011-08-22
Category : Computers
ISBN : 9780857299321

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Handbook of Face Recognition by Stan Z. Li,Anil K. Jain Pdf

This highly anticipated new edition provides a comprehensive account of face recognition research and technology, spanning the full range of topics needed for designing operational face recognition systems. After a thorough introductory chapter, each of the following chapters focus on a specific topic, reviewing background information, up-to-date techniques, and recent results, as well as offering challenges and future directions. Features: fully updated, revised and expanded, covering the entire spectrum of concepts, methods, and algorithms for automated face detection and recognition systems; provides comprehensive coverage of face detection, tracking, alignment, feature extraction, and recognition technologies, and issues in evaluation, systems, security, and applications; contains numerous step-by-step algorithms; describes a broad range of applications; presents contributions from an international selection of experts; integrates numerous supporting graphs, tables, charts, and performance data.

Handbook of Face Recognition

Stan Z. Li,Anil K. Jain
Handbook of Face Recognition Book PDF

Author : Stan Z. Li,Anil K. Jain
Publisher : Springer Science & Business Media
Page : 398 pages
File Size : 54,5 Mb
Release : 2005-12-06
Category : Computers
ISBN : 9780387272573

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Handbook of Face Recognition by Stan Z. Li,Anil K. Jain Pdf

Although the history of computer-aided face recognition stretches back to the 1960s, automatic face recognition remains an unsolved problem and still offers a great challenge to computer-vision and pattern recognition researchers. This handbook is a comprehensive account of face recognition research and technology, written by a group of leading international researchers. Twelve chapters cover all the sub-areas and major components for designing operational face recognition systems. Background, modern techniques, recent results, and challenges and future directions are considered. The book is aimed at practitioners and professionals planning to work in face recognition or wanting to become familiar with the state-of- the-art technology. A comprehensive handbook, by leading research authorities, on the concepts, methods, and algorithms for automated face detection and recognition. Essential reference resource for researchers and professionals in biometric security, computer vision, and video image analysis.

Handbook of Face Recognition

Stan Z. Li,Anil Jain
Handbook of Face Recognition Book PDF

Author : Stan Z. Li,Anil Jain
Publisher : Springer
Page : 0 pages
File Size : 44,8 Mb
Release : 2011-11-15
Category : Computers
ISBN : 1441923454

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Handbook of Face Recognition by Stan Z. Li,Anil Jain Pdf

Although the history of computer-aided face recognition stretches back to the 1960s, automatic face recognition remains an unsolved problem and still offers a great challenge to computer-vision and pattern recognition researchers. This handbook is a comprehensive account of face recognition research and technology, written by a group of leading international researchers. Twelve chapters cover all the sub-areas and major components for designing operational face recognition systems. Background, modern techniques, recent results, and challenges and future directions are considered. The book is aimed at practitioners and professionals planning to work in face recognition or wanting to become familiar with the state-of- the-art technology. A comprehensive handbook, by leading research authorities, on the concepts, methods, and algorithms for automated face detection and recognition. Essential reference resource for researchers and professionals in biometric security, computer vision, and video image analysis.

Face Recognition in Adverse Conditions

De Marsico, Maria
Face Recognition in Adverse Conditions Book PDF

Author : De Marsico, Maria
Publisher : IGI Global
Page : 480 pages
File Size : 48,7 Mb
Release : 2014-04-30
Category : Computers
ISBN : 9781466659674

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Face Recognition in Adverse Conditions by De Marsico, Maria Pdf

Facial recognition software has improved by leaps and bounds over the past few decades, with error rates decreasing significantly within the past ten years. Though this is true, conditions such as poor lighting, obstructions, and profile-only angles have continued to persist in preventing wholly accurate readings. Face Recognition in Adverse Conditions examines how the field of facial recognition takes these adverse conditions into account when designing more effective applications by discussing facial recognition under real world PIE variations, current applications, and the future of the field of facial recognition research. The work is intended for academics, engineers, and researchers specializing in the field of facial recognition.

Recent Advances in Face Recognition

Kresimir Delac,Mislav Grgic,Sonja Grgic
Recent Advances in Face Recognition Book PDF

Author : Kresimir Delac,Mislav Grgic,Sonja Grgic
Publisher : BoD – Books on Demand
Page : 250 pages
File Size : 41,6 Mb
Release : 2008-12-01
Category : Computers
ISBN : 9789537619343

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Recent Advances in Face Recognition by Kresimir Delac,Mislav Grgic,Sonja Grgic Pdf

The main idea and the driver of further research in the area of face recognition are security applications and human-computer interaction. Face recognition represents an intuitive and non-intrusive method of recognizing people and this is why it became one of three identification methods used in e-passports and a biometric of choice for many other security applications. This goal of this book is to provide the reader with the most up to date research performed in automatic face recognition. The chapters presented use innovative approaches to deal with a wide variety of unsolved issues.

Advances in Face Image Analysis

Fadi Dornaika
Advances in Face Image Analysis Book PDF

Author : Fadi Dornaika
Publisher : Bentham Science Publishers
Page : 264 pages
File Size : 53,9 Mb
Release : 2016-03-02
Category : Computers
ISBN : 9781681081106

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Advances in Face Image Analysis by Fadi Dornaika Pdf

Advances in Face Image Analysis: Theory and applications describes several approaches to facial image analysis and recognition. Eleven chapters cover advances in computer vision and pattern recognition methods used to analyze facial data. The topics addressed in this book include automatic face detection, 3D face model fitting, robust face recognition, facial expression recognition, face image data embedding, model-less 3D face pose estimation and image-based age estimation. The chapters are also written by experts from a different research groups. Readers will, therefore, have access to contemporary knowledge on facial recognition with some diverse perspectives offered for individual techniques. The book is a useful resource for a wide audience such as i) researchers and professionals working in the field of face image analysis, ii) the entire pattern recognition community interested in processing and extracting features from raw face images, and iii) technical experts as well as postgraduate computer science students interested in cutting edge concepts of facial image recognition.

Face Detection and Recognition

Asit Kumar Datta,Madhura Datta,Pradipta Kumar Banerjee
Face Detection and Recognition Book PDF

Author : Asit Kumar Datta,Madhura Datta,Pradipta Kumar Banerjee
Publisher : CRC Press
Page : 353 pages
File Size : 51,6 Mb
Release : 2015-10-28
Category : Computers
ISBN : 9781482226577

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Face Detection and Recognition by Asit Kumar Datta,Madhura Datta,Pradipta Kumar Banerjee Pdf

Face detection and recognition are the nonintrusive biometrics of choice in many security applications. Examples of their use include border control, driver's license issuance, law enforcement investigations, and physical access control.Face Detection and Recognition: Theory and Practice elaborates on and explains the theory and practice of face de

Intelligent Biometric Techniques in Fingerprint and Face Recognition

Lakhmi C. Jain,Ugur Halici,Isao Hayashi,S.B. Lee,Shigeyoshi Tsutsui
Intelligent Biometric Techniques in Fingerprint and Face Recognition Book PDF

Author : Lakhmi C. Jain,Ugur Halici,Isao Hayashi,S.B. Lee,Shigeyoshi Tsutsui
Publisher : CRC Press
Page : 478 pages
File Size : 50,5 Mb
Release : 1999-06-29
Category : Technology & Engineering
ISBN : 0849320550

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Intelligent Biometric Techniques in Fingerprint and Face Recognition by Lakhmi C. Jain,Ugur Halici,Isao Hayashi,S.B. Lee,Shigeyoshi Tsutsui Pdf

The tremendous world-wide interest in intelligent biometric techniques in fingerprint and face recognition is fueled by the myriad of potential applications, including banking and security systems, and limited only by the imaginations of scientists and engineers. This growing interest poses new challenges to the fields of expert systems, neural networks, fuzzy systems, and evolutionary computing, which offer the advantages of learning abilities and human-like behavior. Biometric Techniques in Fingerprint and Face Recognition presents a thorough treatment of established and emerging applications and techniques relevant to this field so rich with opportunity.

Face Recognition Across the Imaging Spectrum

Thirimachos Bourlai
Face Recognition Across the Imaging Spectrum Book PDF

Author : Thirimachos Bourlai
Publisher : Springer
Page : 383 pages
File Size : 43,7 Mb
Release : 2016-02-12
Category : Computers
ISBN : 9783319285016

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Face Recognition Across the Imaging Spectrum by Thirimachos Bourlai Pdf

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.

Face Detection and Recognition

Asit Kumar Datta,Madhura Datta,Pradipta Kumar Banerjee
Face Detection and Recognition Book PDF

Author : Asit Kumar Datta,Madhura Datta,Pradipta Kumar Banerjee
Publisher : Chapman and Hall/CRC
Page : 0 pages
File Size : 50,8 Mb
Release : 2015-08-26
Category : Computers
ISBN : 1482226545

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Face Detection and Recognition by Asit Kumar Datta,Madhura Datta,Pradipta Kumar Banerjee Pdf

Face detection and recognition are the nonintrusive biometrics of choice in many security applications. Examples of their use include border control, driver’s license issuance, law enforcement investigations, and physical access control. Face Detection and Recognition: Theory and Practice elaborates on and explains the theory and practice of face detection and recognition systems currently in vogue. The book begins with an introduction to the state of the art, offering a general review of the available methods and an indication of future research using cognitive neurophysiology. The text then: Explores subspace methods for dimensionality reduction in face image processing, statistical methods applied to face detection, and intelligent face detection methods dominated by the use of artificial neural networks Covers face detection with colour and infrared face images, face detection in real time, face detection and recognition using set estimation theory, face recognition using evolutionary algorithms, and face recognition in frequency domain Discusses methods for the localization of face landmarks helpful in face recognition, methods of generating synthetic face images using set estimation theory, and databases of face images available for testing and training systems Features pictorial descriptions of every algorithm as well as downloadable source code (in MATLAB®/PYTHON) and hardware implementation strategies with code examples Demonstrates how frequency domain correlation techniques can be used supplying exhaustive test results Face Detection and Recognition: Theory and Practice provides students, researchers, and practitioners with a single source for cutting-edge information on the major approaches, algorithms, and technologies used in automated face detection and recognition.

Similarity Measures for Face Recognition

Enrico Vezzetti ,Federica Marcolin
Similarity Measures for Face Recognition Book PDF

Author : Enrico Vezzetti ,Federica Marcolin
Publisher : Bentham Science Publishers
Page : 108 pages
File Size : 45,9 Mb
Release : 2015-04-27
Category : Computers
ISBN : 9781681080444

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Similarity Measures for Face Recognition by Enrico Vezzetti ,Federica Marcolin Pdf

Face recognition has several applications, including security, such as (authentication and identification of device users and criminal suspects), and in medicine (corrective surgery and diagnosis). Facial recognition programs rely on algorithms that can compare and compute the similarity between two sets of images. This eBook explains some of the similarity measures used in facial recognition systems in a single volume. Readers will learn about various measures including Minkowski distances, Mahalanobis distances, Hansdorff distances, cosine-based distances, among other methods. The book also summarizes errors that may occur in face recognition methods. Computer scientists "facing face" and looking to select and test different methods of computing similarities will benefit from this book. The book is also useful tool for students undertaking computer vision courses.

Face Recognition

Harry Wechsler,Jonathon P. Phillips,Vicki Bruce,Francoise Fogelman Soulie,Thomas S. Huang
Face Recognition Book PDF

Author : Harry Wechsler,Jonathon P. Phillips,Vicki Bruce,Francoise Fogelman Soulie,Thomas S. Huang
Publisher : Springer Science & Business Media
Page : 645 pages
File Size : 52,8 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9783642722011

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Face Recognition by Harry Wechsler,Jonathon P. Phillips,Vicki Bruce,Francoise Fogelman Soulie,Thomas S. Huang Pdf

The NATO Advanced Study Institute (ASI) on Face Recognition: From Theory to Applications took place in Stirling, Scotland, UK, from June 23 through July 4, 1997. The meeting brought together 95 participants (including 18 invited lecturers) from 22 countries. The lecturers are leading researchers from academia, govemment, and industry from allover the world. The lecturers presented an encompassing view of face recognition, and identified trends for future developments and the means for implementing robust face recognition systems. The scientific programme consisted of invited lectures, three panels, and (oral and poster) presentations from students attending the AS!. As a result of lively interactions between the participants, the following topics emerged as major themes of the meeting: (i) human processing of face recognition and its relevance to forensic systems, (ii) face coding, (iii) connectionist methods and support vector machines (SVM), (iv) hybrid methods for face recognition, and (v) predictive learning and performance evaluation. The goals of the panels were to provide links among the lectures and to emphasis the themes of the meeting. The topics of the panels were: (i) How the human visual system processes faces, (ii) Issues in applying face recognition: data bases, evaluation and systems, and (iii) Classification issues involved in face recognition. The presentations made by students gave them an opportunity to receive feedback from the invited lecturers and suggestions for future work.

Face Recognition

Adamo Quaglia,Calogera M. Epifano
Face Recognition Book PDF

Author : Adamo Quaglia,Calogera M. Epifano
Publisher : Nova Science Publishers
Page : 0 pages
File Size : 47,9 Mb
Release : 2012
Category : Human face recognition (Computer science)
ISBN : 1619426633

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Face Recognition by Adamo Quaglia,Calogera M. Epifano Pdf

Face recognition has been an active area of research in image processing and computer vision due to its extensive range of prospective applications relating to biometrics, information security, video surveillance, law enforcement, identity authentication, smart cards, and access control systems. Topics discussed in this compilation include two-dimensional principal component analysis algorithms for face recognition; principal component analysis (PCA) and artificial immune networks in face recognition; multi-class learning facial age estimation and forensic face recognition.