Handbook Of Pattern Recognition And Computer Vision (2nd Edition)
Title | Handbook Of Pattern Recognition And Computer Vision (2nd Edition) PDF eBook |
Author | Chi Hau Chen |
Publisher | World Scientific |
Pages | 1045 |
Release | 1999-03-12 |
Genre | Computers |
ISBN | 9814497649 |
The very significant advances in computer vision and pattern recognition and their applications in the last few years reflect the strong and growing interest in the field as well as the many opportunities and challenges it offers. The second edition of this handbook represents both the latest progress and updated knowledge in this dynamic field. The applications and technological issues are particularly emphasized in this edition to reflect the wide applicability of the field in many practical problems. To keep the book in a single volume, it is not possible to retain all chapters of the first edition. However, the chapters of both editions are well written for permanent reference. This indispensable handbook will continue to serve as an authoritative and comprehensive guide in the field.
Handbook of Pattern Recognition and Image Processing
Title | Handbook of Pattern Recognition and Image Processing PDF eBook |
Author | Tzay Y. Young |
Publisher | |
Pages | 0 |
Release | 1994 |
Genre | Image processing |
ISBN | 9780127745619 |
Handbook of Computer Vision Algorithms in Image Algebra
Title | Handbook of Computer Vision Algorithms in Image Algebra PDF eBook |
Author | Joseph N. Wilson |
Publisher | CRC Press |
Pages | 444 |
Release | 2000-09-21 |
Genre | Computers |
ISBN | 1420042386 |
Image algebra is a comprehensive, unifying theory of image transformations, image analysis, and image understanding. In 1996, the bestselling first edition of the Handbook of Computer Vision Algorithms in Image Algebra introduced engineers, scientists, and students to this powerful tool, its basic concepts, and its use in the concise representation
Handbook of Face Recognition
Title | Handbook of Face Recognition PDF eBook |
Author | Stan Z. Li |
Publisher | Springer Science & Business Media |
Pages | 428 |
Release | 2005-03-15 |
Genre | Computers |
ISBN | 9780387405957 |
"This authoritative handbook is the first to provide complete coverage of face recognition, including major established approaches, algorithms, systems, databases, evaluation methods, and applications. After a thorough introductory chapter from the editors, 15 chapters address the sub-areas and major components necessary for designing operational face recognition systems. Each chapter focuses on a specific topic, reviewing background information, reviewing up-to-date techniques, presenting results, and offering challenges and future directions." "This accessible, practical reference is an essential resource for scientists and engineers, practitioners, government officials, and students planning to work in image processing, computer vision, biometrics and security, Internet communications, computer graphics, animation, and the computer game industry."--BOOK JACKET.
Guide to Three Dimensional Structure and Motion Factorization
Title | Guide to Three Dimensional Structure and Motion Factorization PDF eBook |
Author | Guanghui Wang |
Publisher | Springer Science & Business Media |
Pages | 219 |
Release | 2010-10-20 |
Genre | Computers |
ISBN | 0857290460 |
The problem of structure and motion recovery from image sequences is an important theme in computer vision. Considerable progress has been made in this field during the past two decades, resulting in successful applications in robot navigation, augmented reality, industrial inspection, medical image analysis, and digital entertainment, among other areas. However, many of these methods work only for rigid objects and static scenes. The study of non-rigid structure from motion is not only of academic significance, but also has important practical applications in real-world, nonrigid or dynamic scenarios, such as human facial expressions and moving vehicles. This practical guide/reference provides a comprehensive overview of Euclidean structure and motion recovery, with a specific focus on factorization-based algorithms. The book discusses the latest research in this field, including the extension of the factorization algorithm to recover the structure of non-rigid objects, and presents some new algorithms developed by the authors. Readers require no significant knowledge of computer vision, although some background on projective geometry and matrix computation would be beneficial. Topics and features: presents the first systematic study of structure and motion recovery of both rigid and non-rigid objects from images sequences; discusses in depth the theory, techniques, and applications of rigid and non-rigid factorization methods in three dimensional computer vision; examines numerous factorization algorithms, covering affine, perspective and quasi-perspective projection models; provides appendices describing the mathematical principles behind projective geometry, matrix decomposition, least squares, and nonlinear estimation techniques; includes chapter-ending review questions, and a glossary of terms used in the book. This unique text offers practical guidance in real applications and implementations of 3D modeling systems for practitioners in computer vision and pattern recognition, as well as serving as an invaluable source of new algorithms and methodologies for structure and motion recovery for graduate students and researchers.
Handbook of Pattern Recognition and Computer Vision (5th Edition)
Title | Handbook of Pattern Recognition and Computer Vision (5th Edition) PDF eBook |
Author | Chi-hau Chen |
Publisher | World Scientific |
Pages | 582 |
Release | 2015-12-15 |
Genre | Computers |
ISBN | 9814656534 |
The book provides an up-to-date and authoritative treatment of pattern recognition and computer vision, with chapters written by leaders in the field. On the basic methods in pattern recognition and computer vision, topics range from statistical pattern recognition to array grammars to projective geometry to skeletonization, and shape and texture measures. Recognition applications include character recognition and document analysis, detection of digital mammograms, remote sensing image fusion, and analysis of functional magnetic resonance imaging data, etc.
Multiple View Geometry in Computer Vision
Title | Multiple View Geometry in Computer Vision PDF eBook |
Author | Richard Hartley |
Publisher | Cambridge University Press |
Pages | 676 |
Release | 2004-03-25 |
Genre | Computers |
ISBN | 1139449141 |
A basic problem in computer vision is to understand the structure of a real world scene given several images of it. Techniques for solving this problem are taken from projective geometry and photogrammetry. Here, the authors cover the geometric principles and their algebraic representation in terms of camera projection matrices, the fundamental matrix and the trifocal tensor. The theory and methods of computation of these entities are discussed with real examples, as is their use in the reconstruction of scenes from multiple images. The new edition features an extended introduction covering the key ideas in the book (which itself has been updated with additional examples and appendices) and significant new results which have appeared since the first edition. Comprehensive background material is provided, so readers familiar with linear algebra and basic numerical methods can understand the projective geometry and estimation algorithms presented, and implement the algorithms directly from the book.