Reliable Face Recognition Methods
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Reliable Face Recognition Methods
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Author : Harry Wechsler
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-04-05
Reliable Face Recognition Methods written by Harry Wechsler and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-04-05 with Computers categories.
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
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Author : Harry Wechsler
language : en
Publisher: Springer
Release Date : 2006-11-02
Reliable Face Recognition Methods written by Harry Wechsler and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-11-02 with Computers categories.
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
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Author : Stan Z. Li
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-08-22
Handbook Of Face Recognition written by Stan Z. Li and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-08-22 with Computers categories.
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
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Author : Stan Z. Li
language : en
Publisher: Springer
Release Date : 2011-11-15
Handbook Of Face Recognition written by Stan Z. Li and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-11-15 with Computers categories.
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
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Author : De Marsico, Maria
language : en
Publisher: IGI Global
Release Date : 2014-04-30
Face Recognition In Adverse Conditions written by De Marsico, Maria and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-04-30 with Computers categories.
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
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Author : Kresimir Delac
language : en
Publisher: BoD – Books on Demand
Release Date : 2008-12-01
Recent Advances In Face Recognition written by Kresimir Delac and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-12-01 with Computers categories.
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.
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.
Advances In Face Image Analysis
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Author : Fadi Dornaika
language : en
Publisher: Bentham Science Publishers
Release Date : 2016-03-02
Advances In Face Image Analysis written by Fadi Dornaika and has been published by Bentham Science Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-03-02 with Computers categories.
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.
Intelligent Biometric Techniques In Fingerprint And Face Recognition
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Author : Lakhmi C. Jain
language : en
Publisher: CRC Press
Release Date : 1999-06-29
Intelligent Biometric Techniques In Fingerprint And Face Recognition written by Lakhmi C. Jain and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999-06-29 with Technology & Engineering categories.
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 Detection Algorithm With Non Uniform Illumination
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Author : Ashu Kumar
language : en
Publisher: Shine Publisher
Release Date : 2023-07-11
Face Detection Algorithm With Non Uniform Illumination written by Ashu Kumar and has been published by Shine Publisher this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-11 with categories.
It focuses on creating and refining an advanced face detection algorithm specifically designed to handle challenging scenarios, such as occlusion and non-uniform illumination, in still images. The primary objective of this research is to develop an accurate and robust algorithm that can effectively detect faces even when they are partially covered or under varying lighting conditions. The project begins with an in-depth analysis of existing face detection techniques and their limitations when confronted with occlusion and non-uniform illumination. Through extensive research and experimentation, novel algorithms and methodologies are developed to overcome these challenges and improve the accuracy and reliability of face detection in such scenarios. The developed algorithm leverages advanced computer vision techniques, including feature extraction, pattern recognition, and machine learning, to identify facial characteristics and discriminate between faces and non-face regions. Special attention is given to handling occlusions, such as sunglasses, masks, or facial hair, as well as non-uniform illumination conditions that can create shadows or uneven lighting across the face. The project includes a rigorous evaluation and validation process to assess the performance of the developed algorithm. This involves using benchmark datasets containing occluded and non-uniformly illuminated images, along with performance metrics such as precision, recall, and F1-score. Feedback and insights from domain experts are also considered to refine and optimize the algorithm. The outcomes of this project have significant implications in various applications, including surveillance, image processing, and facial recognition systems. Accurate face detection in the presence of occlusion and non-uniform illumination is crucial for tasks such as identity verification, security, and analysis of facial expressions. The project aims to advance the field of computer vision by creating and refining an algorithm specifically tailored for accurate and reliable face detection in challenging scenarios. The project's outcomes have the potential to enhance various applications that rely on face detection and contribute to advancements in the fields of surveillance, image processing, and biometrics