New Approaches to Characterization and Recognition of Faces

New Approaches to Characterization and Recognition of Faces

Author: Peter Corcoran

Publisher: BoD – Books on Demand

ISBN: 9789533075150

Category: Computers

Page: 266

View: 454

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As a baby, one of our earliest stimuli is that of human faces. We rapidly learn to identify, characterize and eventually distinguish those who are near and dear to us. We accept face recognition later as an everyday ability. We realize the complexity of the underlying problem only when we attempt to duplicate this skill in a computer vision system. This book is arranged around a number of clustered themes covering different aspects of face recognition. The first section presents an architecture for face recognition based on Hidden Markov Models; it is followed by an article on coding methods. The next section is devoted to 3D methods of face recognition and is followed by a section covering various aspects and techniques in video. Next short section is devoted to the characterization and detection of features in faces. Finally, you can find an article on the human perception of faces and how different neurological or psychological disorders can affect this.

New Approaches to Characterization and Recognition of Faces

New Approaches to Characterization and Recognition of Faces

Author: Asa Bensten

Publisher:

ISBN: 1681174634

Category:

Page: 336

View: 688

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The human face plays an important role in our social interaction, conveying people's identity. Using the human face as a key to security, biometric face recognition technology has received significant attention in the past several years due to its potential for a wide variety of applications in both law enforcement and non-law enforcement. As compared with other biometrics systems using fingerprint/palmprint and iris, face recognition has distinct advantages because of its non-contact process. Facial recognition (or face recognition) is a type of biometric software application that can identify a specific individual in a digital image by analyzing and comparing patterns. Facial recognition systems are commonly used for security purposes but are increasingly being used in a variety of other applications. The Kinect motion gaming system, for example, uses facial recognition to differentiate among players. Most current facial recognition systems work with numeric codes called faceprints. Such systems identify 80 nodal points on a human face.New Approaches to Characterization and Recognition of Faces is arranged around a number of clustered themes covering different aspects of face recognition. This book 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. This text should be of immense valuable tool for post graduate students, researchers and professors as well as for those employed in this field.

Bio-inspiring Cyber Security and Cloud Services: Trends and Innovations

Bio-inspiring Cyber Security and Cloud Services: Trends and Innovations

Author: Aboul Ella Hassanien

Publisher: Springer

ISBN: 9783662436165

Category: Technology & Engineering

Page: 585

View: 545

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This volume presents recent research in cyber security and reports how organizations can gain competitive advantages by applying the different security techniques in real-world scenarios. The volume provides reviews of cutting–edge technologies, algorithms, applications and insights for bio-inspiring cyber security-based systems. The book will be a valuable companion and comprehensive reference for both postgraduate and senior undergraduate students who are taking a course in cyber security. The volume is organized in self-contained chapters to provide greatest reading flexibility.

Face Recognition

Face Recognition

Author: Miloš Oravec

Publisher: BoD – Books on Demand

ISBN: 9789533070605

Category: Computers

Page: 414

View: 881

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This book aims to bring together selected recent advances, applications and original results in the area of biometric face recognition. They can be useful for researchers, engineers, graduate and postgraduate students, experts in this area and hopefully also for people interested generally in computer science, security, machine learning and artificial intelligence. Various methods, approaches and algorithms for recognition of human faces are used by authors of the chapters of this book, e.g. PCA, LDA, artificial neural networks, wavelets, curvelets, kernel methods, Gabor filters, active appearance models, 2D and 3D representations, optical correlation, hidden Markov models and others. Also a broad range of problems is covered: feature extraction and dimensionality reduction (chapters 1-4), 2D face recognition from the point of view of full system proposal (chapters 5-10), illumination and pose problems (chapters 11-13), eye movement (chapter 14), 3D face recognition (chapters 15-19) and hardware issues (chapters 19-20).

New Approaches in Intelligent Image Analysis

New Approaches in Intelligent Image Analysis

Author: Roumen Kountchev

Publisher: Springer

ISBN: 9783319321929

Category: Technology & Engineering

Page: 373

View: 281

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This book presents an Introduction and 11 independent chapters, which are devoted to various new approaches of intelligent image processing and analysis. The book also presents new methods, algorithms and applied systems for intelligent image processing, on the following basic topics: Methods for Hierarchical Image Decomposition; Intelligent Digital Signal Processing and Feature Extraction; Data Clustering and Visualization via Echo State Networks; Clustering of Natural Images in Automatic Image Annotation Systems; Control System for Remote Sensing Image Processing; Tissue Segmentation of MR Brain Images Sequence; Kidney Cysts Segmentation in CT Images; Audio Visual Attention Models in Mobile Robots Navigation; Local Adaptive Image Processing; Learning Techniques for Intelligent Access Control; Resolution Improvement in Acoustic Maps. Each chapter is self-contained with its own references. Some of the chapters are devoted to the theoretical aspects while the others are presenting the practical aspects and the analysis of the modeling of the developed algorithms in different application areas.

Pattern Recognition and Image Analysis

Pattern Recognition and Image Analysis

Author: Sameer Singh

Publisher: Springer

ISBN: 9783540319993

Category: Computers

Page: 814

View: 624

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This LNCS volume contains the papers presented at the 3rd International Conference on Advances in Pattern Recognition (ICAPR 2005) organized in August, 2005 in the beautiful city of Bath, UK.

Image Analysis and Processing -- ICIAP 2011

Image Analysis and Processing -- ICIAP 2011

Author: Giuseppe Maino

Publisher: Springer

ISBN: 9783642240850

Category: Computers

Page: 714

View: 671

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The two-volume set LNCS 6978 + LNCS 6979 constitutes the proceedings of the 16th International Conference on Image Analysis and Processing, ICIAP 2011, held in Ravenna, Italy, in September 2011. The total of 121 papers presented was carefully reviewed and selected from 175 submissions. The papers are divided into 10 oral sessions, comprising 44 papers, and three post sessions, comprising 77 papers. They deal with the following topics: image analysis and representation; image segmentation; pattern analysis and classification; forensics, security and document analysis; video analysis and processing; biometry; shape analysis; low-level color image processing and its applications; medical imaging; image analysis and pattern recognition; image and video analysis and processing and its applications.

Reliable Face Recognition Methods

Reliable Face Recognition Methods

Author: Harry Wechsler

Publisher: Springer Science & Business Media

ISBN: 9780387384641

Category: Computers

Page: 329

View: 896

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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.

Face Analysis, Modeling and Recognition Systems

Face Analysis, Modeling and Recognition Systems

Author: Tudor Barbu

Publisher: BoD – Books on Demand

ISBN: 9789533077383

Category: Computers

Page: 228

View: 732

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The purpose of this book, entitled Face Analysis, Modeling and Recognition Systems is to provide a concise and comprehensive coverage of artificial face recognition domain across four major areas of interest: biometrics, robotics, image databases and cognitive models. Our book aims to provide the reader with current state-of-the-art in these domains. The book is composed of 12 chapters which are grouped in four sections. The chapters in this book describe numerous novel face analysis techniques and approach many unsolved issues. The authors who contributed to this book work as professors and researchers at important institutions across the globe, and are recognized experts in the scientific fields approached here. The topics in this book cover a wide range of issues related to face analysis and here are offered many solutions to open issues. We anticipate that this book will be of special interest to researchers and academics interested in computer vision, biometrics, image processing, pattern recognition and medical diagnosis.

Biometric Image Discrimination Technologies

Biometric Image Discrimination Technologies

Author: David Zhang

Publisher: IGI Global

ISBN: 9781591408321

Category: Computers

Page: 358

View: 828

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"The book gives an introduction to basic biometric image discrimination technologies including theories that are the foundations of those technologies and new algorithms for biometrics authentication"--Provided by publisher.

Video Cataloguing

Video Cataloguing

Author: Guangyu Gao

Publisher: CRC Press

ISBN: 9781482235784

Category: Computers

Page: 176

View: 455

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The arrival of the digital age has created the need to be able to store, manage, and digitally use an ever-increasing amount of video and audio material. Thus, video cataloguing has emerged as a requirement of the times. Video Cataloguing: Structure Parsing and Content Extraction explains how to efficiently perform video structure analysis as well

New Approaches for Multidimensional Signal Processing

New Approaches for Multidimensional Signal Processing

Author: Roumen Kountchev

Publisher: Springer Nature

ISBN: 9789811685583

Category: Technology & Engineering

Page: 332

View: 573

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This book comprises a collection of papers presented at the International Workshop on New Approaches for Multidimensional Signal Processing (NAMSP 2021), held at Technical University of Sofia, Sofia, Bulgaria, during 08–10 July 2021. The book covers research papers in the field of N-dimensional multicomponent image processing, multidimensional image representation and super-resolution, 3D image processing and reconstruction, MD computer vision systems, multidimensional multimedia systems, neural networks for MD image processing, data-based MD image retrieval and knowledge data mining, watermarking, hiding and encryption of MD images, MD image processing in robot systems, tensor-based data processing, 3D and multi-view visualization, forensic analysis systems for MD images and many more.