Springer, 2016. — 293 p. — ISBN: 978-3319463636 This book presents practical optimization techniques used in image processing and computer vision problems. Ill-posed problems are introduced and used as examples to show how each type of problem is related to typical image processing and computer vision problems. Unconstrained optimization gives the best solution based on...
Atlantis Press, 2011. — 228 p. The book is about computer vision and action recognition & understanding. If you have a basic knowledge on image processing and would like to study or to do research on action/activity understanding and recognition in computer vision and related arenas – then this is the book for you! Throughout my endeavor to write this book, I have undergone...
Packt Publishing, 2015. — 115 p. — ISBN: 978-1-78588-617-1. Unleash the power of the Computer Vision algorithms in JavaScript to develop vision-enabled web content. JavaScript is a dynamic and prototype-based programming language supported by every browser today. JavaScript libraries boast outstanding functionalities that enable you to furnish your own Computer Vision projects,...
Packt Publishing, 2015. — 115 p. — ISBN: 978-1-78588-617-1. Unleash the power of the Computer Vision algorithms in JavaScript to develop vision-enabled web content. JavaScript is a dynamic and prototype-based programming language supported by every browser today. JavaScript libraries boast outstanding functionalities that enable you to furnish your own Computer Vision projects,...
Packt Publishing, 2015. — 115 p. — ISBN: 978-1-78588-617-1. Unleash the power of the Computer Vision algorithms in JavaScript to develop vision-enabled web content. JavaScript is a dynamic and prototype-based programming language supported by every browser today. JavaScript libraries boast outstanding functionalities that enable you to furnish your own Computer Vision projects,...
Springer, 2012. — 916 p. 17th Iberoamerican Congress, CIARP 2012, Buenos Aires, Argentina, September 3-6, 2012, Proceedings. This book constitutes the refereed proceedings of the 17th Iberoamerican Congress on Pattern Recognition, CIARP 2012, held in Buenos Aires, Argentina, in September 2012. The 109 papers presented, among them two tutorials and four keynotes, were carefully...
Apple Academic Press/CRC Press, 2024. — 341 р. — ISBN: 978-1-77491-468-7. This new volume provides in-depth and detailed knowledge about the latest research in image processing and Computer Vision techniques. Explaining the Machine Learning algorithms and models involved, the authors differentiate between the various algorithms available and how to choose which to use for the...
Packt, 2020. — 276 p. — ISBN: 9781800201774. Explore the potential of deep learning techniques in computer vision applications using the Python ecosystem, and build real-time systems for detecting human behavior Key Features Explore the fundamentals and applications of supervised machine learning Learn how to easily label and process your complex data using Python libraries Get...
Packt, 2020. — 276 p. — ISBN: 9781800201774. Explore the potential of deep learning techniques in computer vision applications using the Python ecosystem, and build real-time systems for detecting human behavior Key Features Explore the fundamentals and applications of supervised machine learning Learn how to easily label and process your complex data using Python libraries Get...
Packt, 2020. — 276 p. — ISBN: 9781800201774. Explore the potential of deep learning techniques in computer vision applications using the Python ecosystem, and build real-time systems for detecting human behavior Key Features Explore the fundamentals and applications of supervised machine learning Learn how to easily label and process your complex data using Python libraries Get...
Packt, 2020. — 276 p. — ISBN: 9781800201774. Explore the potential of deep learning techniques in computer vision applications using the Python ecosystem, and build real-time systems for detecting human behavior Key Features Explore the fundamentals and applications of supervised machine learning Learn how to easily label and process your complex data using Python libraries Get...
Springer, 2015. — 721 p. 5th International Conference, SSVM 2015, Lège-Cap Ferret, France, May 31 - June 4, 2015, Proceedings. This book constitutes the refereed proceedings of the 5th International Conference on Scale Space and Variational Methods in Computer Vision, SSVM 2015, held in Lège-Cap Ferret, France, in May 2015. The 56 revised full papers presented were carefully...
New York: Springer, 2000. — 220 p.
This edited volume explores several issues relating to parametric segmentation including robust operations, model selection criteria and automatic model selection, plus 2D and 3D scene segmentation. Emphasis is placed on robust model selection with techniques such as robust Mallows Cp, least K-th order statistical model fitting (LKS), and...
Springer-Verlag London, 2013. — 208 p. — ISBN 978-1-4471-5606-2, ISBN 978-1-4471-5607-9 (eBook). Compression Schemes for Mining Large Datasets (A Machine Learning Perspective). We come across a number of celebrated text books on Data Mining covering multiple aspects of the topic since its early development, such as those on databases, pattern recognition, soft computing, etc....
Englewood Cliffs : Prentice-Hall, 1982. – XX, 523 p. The book on computer vision - the construction of explicit, meaningful descriptions of physical objects from images. Parts of the book assume some mathematical and computing background, but mainly mathematical rigor takes a backseat to concepts. Computer vision Image formation Early processing boundary detection Region...
Springer, 2023. — 215 p. This book is as an extension of the previous two volumes on “Computer Vision and Machine Learning in Agriculture”. This volume 3 discusses solutions to the problems of agricultural production by rendering advanced machine learning including deep learning tools and techniques. The book contains 13 chapters that focus on in-depth research outputs in...
Springer, 2009. — 1063 p. 14th Iberoamerican Conference on Pattern Recognition, CIARP 2009, Guadalajara, Jalisco, México, November 15-18, 2009. Proceedings. This book constitutes the refereed proceedings of the 14th Iberoamerican Congress on Pattern Recognition, CIARP 2009, held in Guadalajara, Mexico, in November 2009. The 64 revised full papers presented together with 44 posters...
Springer, 2014. — 1071 p. 19th Iberoamerican Congress, CIARP 2014, Puerto Vallarta, Mexico, November 2-5, 2014, Proceedings. This book constitutes the refereed proceedings of the 19th Iberoamerican Congress on Pattern Recognition, CIARP 2014, held in Puerto Vallarta, Jalisco, Mexico, in November 2014. The 115 papers presented were carefully reviewed and selected from 160...
Springer, 2005. — 322 p. Traditionally, computer vision has focused on the visible band for a variety of reasons. The visible band sensors are cheap and easily available. They are also sensitive in the same electromagnetic band as the human eye, which makes the produced data more interesting from the psychophysiology point of view. In fact, computer vision was pre-occupied for...
CRC Press, 2024. — 209 p. — ISBN 978-1-032-55749-6. This comprehensive textbook presents a broad review of both traditional (i.e., conventional) and Deep Learning aspects of object detection in various adversarial real-world conditions in a clear, insightful, and highly comprehensive style. Beginning with the relation of computer vision and object detection, the text covers the...
CRC Press, 2020. — 464 p. — ISBN13: 978-0-367-26573-1. The book familiarizes readers with fundamental concepts and issues related to computer vision and major approaches that address them. The focus of the book is on image acquisition and image formation models, radiometric models of image formation, image formation in the camera, image processing concepts, concept of feature...
Springer, 2006. — 395 p. Image analysis is a computational feat which humans show excellence in, in comparison with computers. Yet the list of applications that rely on automatic processing of images has been growing at a fast pace. Biometric authentication by face, fingerprint, and iris, online character recognition in cell phones as well as drug design tools are but a few of...
Berlin: Springer, 2011. - 441 p.
This volume contains the papers presented at the 8th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR 2011), held at the Radisson Royal Hotel in Saint Petersburg, July 25–27, 2011. These papers demonstrate that energy minimization methods have become a mature field of research spanning a...
Berlin: Springer, 2007. — 407 p. This book includes selected papers from the first International Conferences on Computer Vision Theory and Applications (VISAPP), and Computer Graphics Theory and Applications (GRAPP), jointly held in Setubal, Portugal, on February 25–28, 2006. We received 314 paper submissions for both conferences, quite a high number for a first venue. We had...
Butterworth-Heinemann, 2020. — 393 p. — ISBN: 978-0-12-815503-5. This book delves into this field of computer science that works on enabling computers to see, identify, process images and provide appropriate output in the same way that human vision does. However, implementing these advanced information and sensing technologies is difficult for many engineers. This book provides...
Springer, 2012. — 810 p. Third International Conference, SSVM 2011, Ein-Gedi, Israel, May 29 -- June 2, 2011, Revised Selected Papers. This book constitutes the thoroughly refereed post-conference proceedings of the Third International Conference on Scale Space Methods and Variational Methods in Computer Vision, SSVM 2011, held in Ein-Gedi, Israel in May/June 2011. The 24...
Springer, 2014. — 180 p. International Dagstuhl Seminar, Dagstuhl Castle, Germany, November 20–25, 2011. Revised Selected Papers Most of the leading algorithms in computer vision are based on global optimization methods. Such methods compute the solution of a given problem as minimizer of a suitable cost functional that penalizes deviations from previously made assumptions and...
Wiley, 2009. — 339 p. The topics covered in this book have been investigated over a period of about 30 years by the image processing community, providing increasingly better computer vision solutions to the problem of automatic object location and recognition. While many books on computer vision are currently available that touch upon some of the topics addressed in the present...
Singapore: World Scientific, 2001. — 246 p. Hidden Markov models (HMMs) originally emerged in the domain of speech recognition. In recent years, they have attracted growing interest in the area of computer vision as well. This book is a collection of articles on new developments in the theory of HMMs and their application in computer vision. It addresses topics such as...
Springer, 1986. — 392 p. — ISBN: 978-3-642-82940-6. This book contains the proceedings of the NATO Advanced Research Workshop held in Maratea (Italy), May 5-9, 1986 on Pyramidal Systems for Image Processing and Computer Vision. Within the wide field of parallel architectures for image processing a new area was recently born and is growing healthily: the area of pyramidally...
6th ed. — Singapore: World Scientific Publishing Company, 2020. — 402 p. — ISBN 981121106X. Written by world-renowned authors , this unique compendium presents the most updated progress in pattern recognition and computer vision (PRCV) , fully reflecting the strong international research interests in the artificial intelligence arena. Machine learning has been the key to...
World Scientific, 2005. — 650 p. Dedicated to the memory of the late Professor King Sun Fu (1930-1985), the handbook series, with first edition (1993), second edition (1999) and third edition (2005), provides a comprehensive, concise and balanced coverage of the progress and achievements in the field of pattern recognition and computer vision in the last twenty years. This is a...
Academic Press, 2021. — 230 p. — ISBN 0128149728, 9780128149720. Are you a computer scientist working on image analysis? Are you a biologist seeking tools to process the microscopy data from image-based experiments? Computer Vision for Microscopy Image Analysis provides a comprehensive and in-depth discussion of modern computer vision techniques, in particular deep learning,...
Academic Press, 2021. — 230 p. — ISBN 0128149728, 9780128149720. Are you a computer scientist working on image analysis? Are you a biologist seeking tools to process the microscopy data from image-based experiments? Computer Vision for Microscopy Image Analysis provides a comprehensive and in-depth discussion of modern computer vision techniques, in particular deep learning,...
InTech, 2012. — 284 p. Vision plays a fundamental role for living beings by allowing them to interact with the environment in an effective and efficient way. The Machine Vision goal is to endow computing devices, and more generally artificial systems, with visual capabilities in order to cope with not a priori predetermined situations. To this end, we have to take into account...
The Institution of Engineering and Technology, 2021 — 505 p. — ISBN: 1839533234. Computer vision is an interdisciplinary scientific field that deals with how computers obtain, store, interpret and understand digital images or videos using artificial intelligence based on neural networks, machine learning and deep learning methodologies. They are used in countless applications...
Издательство World Scientific, 2002, — 170 p. For Computer Vision to mature from both scientific and industrial points of view, it is necessary to have methods and techniques for objective evaluation of computer vision algorithms. Towards this end, four workshops have been organised on this topic. The first workshop was on Performance Charactarisation in Computer Vision and...
Springer, 2010. — 375 p.
Computer vision is the science and technology of making machines that see.
It is concerned with the theory, design and implementation of algorithms that
can automatically process visual data to recognize objects, track and recover
their shape and spatial layout.
Springer, 2013. — 264 p. Computer vision is the science and technology of making machines that see. It is concerned with the theory, design and implementation of algorithms that can automatically process visual data to recognize objects, track and recover their shape and spatial layout. The International Computer Vision Summer School - ICVSS was established in 2007 to provide...
Cambridge University Press, 1998. — 360 p. Recent advances in the field of computer vision are leading to novel and radical changes in the way we interact with computers. It will soon be possible to enable a computer linked to a video camera to detect the presence of users, track faces, arms and hands in real time, and analyse expressions and gestures. The implications for...
Springer, 2009. — 502 p. This volume contains the papers presented at the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR 2009), held at the University of Bonn, Germany, August 24–28, 2009. These papers demonstrate that energy minimization methods have become a mature field of research spanning a broad range of areas...
Springer, 2013. — 367 p. This book discusses the theoretical underpinnings of decision forests as well as their practical applications in many automatic image analysis tasks typical of computer vision and medical image analysis. Decision forests have recently become an indispensable tool for automatic image analysis, as demonstrated by the vast literature on the subject. This...
Springer International Publishing AG, 2017. — 338 p. — (Advances in Computer Vision and Pattern Recognition) — ISBN: 978-3-319-58346-4. This comprehensive text/reference presents a broad review of diverse domain adaptation (DA) methods for machine learning, with a focus on solutions for visual applications. The book collects together solutions and perspectives proposed by an...
Wiley, 2009. — 504 p. — ISBN10: 047001704X; ISBN13: 978-0470017043. Computer vision encompasses the construction of integrated vision systems and the application of vision to problems of real-world importance. The process of creating 3D models is still rather difficult, requiring mechanical measurement of the camera positions or manual alignment of partial 3D views of a scene....
5th Edition. — Academic Press, 2018. — 879 p. — ISBN: 978-0-12-809284-2. Computer Vision: Principles, Algorithms, Applications, Learning (previously entitled Computer and Machine Vision) clearly and systematically presents the basic methodology of computer vision, covering the essential elements of the theory while emphasizing algorithmic and practical design constraints. This...
Elsevier, 2022 — 584 p. — (Computer Vision and Pattern Recognition). — ISBN: 0128221097. Advanced Methods and Deep Learning in Computer Vision presents advanced computer vision methods, emphasizing machine and deep learning techniques that have emerged during the past 5–10 years. The book provides clear explanations of principles and algorithms supported with applications....
Springer, 2021. — 308 p. — ISBN 978-3-030-67920-0. This book explores the application of deep learning techniques within a particularly difficult computational type of computer vision (CV) problem ─ super-resolution (SR). The authors present and discuss ways to apply computational intelligence (CI) methods to SR. The volume also explores the possibility of using different kinds...
Rajesh Kumar Dhanaraj, Balamurugan Balusamy, Prithi Samuel, Malathy Sathyamoorthy, Ali Kashif Bashir (Editor) — Wiley-Scrivener, 2025. — 400 p. — ISBN 978-1-394-18629-7. This book is essential for anyone interested in understanding how smart agriculture, utilizing information and technology such as computer vision and deep learning, can revolutionize agriculture productivity,...
Springer, 2013. — 504 p. Shape has a long and rich history in vision research. On the computer vision side, shape was the backbone of classical object recognition systems in the 1960s, 1970s, and 1980s. However, the advent of appearance-based recognition in the 1990s drew the spotlight away from shape. While an active shape community continued in the periphery, only recently...
New York: Springer, 2020. — 448 p. Across three volumes, the Handbook of Image Processing and Computer Vision presents a comprehensive review of the full range of topics that comprise the field of computer vision, from the acquisition of signals and formation of images, to learning techniques for scene understanding. The authoritative insights presented within cover all aspects...
New York: Springer, 2020. — 513 p. Across three volumes, the Handbook of Image Processing and Computer Vision presents a comprehensive review of the full range of topics that comprise the field of computer vision, from the acquisition of signals and formation of images, to learning techniques for scene understanding. The authoritative insights presented within cover all aspects...
Springer, 2020. — 513 p. — ISBN: 978-3-030-38148-6 (eBook). Across three volumes, the Handbook of Image Processing and Computer Vision presents a comprehensive review of the full range of topics that comprise the field of computer vision, from the acquisition of signals and formation of images, to learning techniques for scene understanding. The authoritative insights presented...
Springer, 2020. — 513 p. — ISBN: 978-3-030-38148-6 (eBook). Across three volumes, the Handbook of Image Processing and Computer Vision presents a comprehensive review of the full range of topics that comprise the field of computer vision, from the acquisition of signals and formation of images, to learning techniques for scene understanding. The authoritative insights presented...
Springer, 2020. — 513 p. — ISBN: 978-3-030-38148-6 (eBook). Across three volumes, the Handbook of Image Processing and Computer Vision presents a comprehensive review of the full range of topics that comprise the field of computer vision, from the acquisition of signals and formation of images, to learning techniques for scene understanding. The authoritative insights presented...
Springer, 2020. — 454 p. — ISBN: 978-3-030-42374-2 (eBook). Across three volumes, the Handbook of Image Processing and Computer Vision presents a comprehensive review of the full range of topics that comprise the field of computer vision, from the acquisition of signals and formation of images, to learning techniques for scene understanding. The authoritative insights presented...
Springer, 2020. — 454 p. — ISBN: 978-3-030-42374-2 (eBook). Across three volumes, the Handbook of Image Processing and Computer Vision presents a comprehensive review of the full range of topics that comprise the field of computer vision, from the acquisition of signals and formation of images, to learning techniques for scene understanding. The authoritative insights presented...
Springer, 2020. — 454 p. — ISBN: 978-3-030-42374-2 (eBook). Across three volumes, the Handbook of Image Processing and Computer Vision presents a comprehensive review of the full range of topics that comprise the field of computer vision, from the acquisition of signals and formation of images, to learning techniques for scene understanding. The authoritative insights presented...
Springer, 2020. — 694 p. — ISBN: 978-3-030-42377-3. Across three volumes, the Handbook of Image Processing and Computer Vision presents a comprehensive review of the full range of topics that comprise the field of computer vision, from the acquisition of signals and formation of images, to learning techniques for scene understanding. The authoritative insights presented within...
Springer, 2020. — 694 p. — ISBN: 978-3-030-42378-0 (eBook). Across three volumes, the Handbook of Image Processing and Computer Vision presents a comprehensive review of the full range of topics that comprise the field of computer vision, from the acquisition of signals and formation of images, to learning techniques for scene understanding. The authoritative insights presented...
Springer, 2020. — 694 p. — ISBN: 978-3-030-42378-0 (eBook). Across three volumes, the Handbook of Image Processing and Computer Vision presents a comprehensive review of the full range of topics that comprise the field of computer vision, from the acquisition of signals and formation of images, to learning techniques for scene understanding. The authoritative insights presented...
Springer, 2020. — 694 p. — ISBN: 978-3-030-42378-0 (eBook). Across three volumes, the Handbook of Image Processing and Computer Vision presents a comprehensive review of the full range of topics that comprise the field of computer vision, from the acquisition of signals and formation of images, to learning techniques for scene understanding. The authoritative insights presented...
London: University of Minnesota Press, 2023. — 215 p. — ISBN 978-1-5179-1421-9. Рождение компьютерного зрения A revealing genealogy of image-recognition techniques and technologies. Today’s most advanced neural networks and sophisticated image-analysis methods come from 1950s and ’60s Cold War culture—and many biases and ways of understanding the world from that era persist...
CRC Press, 2020. — 237 p. — ISBN 9780367367688. This book covers the technology of digital image processing in various fields with big data and their applications. Readers will understand various technologies and strategies used in digital image processing as well as handling big data, using machine-learning techniques. This book will help to improve the skills of students and...
Cham: Springer International Publishing, 2018. — 299 p. — ISBN: 978-3-319-98131-4. This book compiles leading research on the development of explainable and interpretable machine learning methods in the context of computer vision and machine learning. Research progress in computer vision and pattern recognition has led to a variety of modeling techniques with almost human-like...
Springer, 2009. — 374 p. Computer vision and pattern recognition are extremely important research fields with an enormous range of applications. They are also extremely difficult. This may seem paradoxical since humans can easily interpret images and detect spatial patterns. But this apparent ease is misleading because neuroscience shows that humans devote a large part of their...
Springer, 2013. — 437 p. Computer vision is the science and technology of making machines that see. It is concerned with the theory, design and implementation of algorithms that can automatically process visual data to recognize objects, track and recover their shape and spatial layout. This edited volume contains a selection of articles covering both theoretical and practical...
Springer-Verlag London, 2013. — 437 p. — ISBN 978-1-4471-5519-5, ISBN 978-1-4471-5520-1. Extracting, representing and comparing image content is one of the most important tasks in the fields of computer vision and pattern recognition. Distinctive image characteristics are often described by visual image features which serve as input for applications such as image registration,...
Bentham Science Publishers, 2015. — 335 p. — ISBN: 978-1-60805-901-0. This book provides a thorough investigation of the application of chaos theory and fractal analysis to computer vision. The field of chaos theory has been studied in dynamical physical systems, and has been very successful in providing computational models for very complex problems ranging from weather...
Bentham Science Publishers, 2015. — 274 p.
This book provides a thorough investigation of the application of chaos theory and fractal analysis to computer vision. The field of chaos theory has been studied in dynamical physical systems, and has been very successful in providing computational models for very complex problems ranging from weather systems to neural pathway signal...
The MIP Press, 1993. — 663 p. Projective geometry. Modeling and calibrating cameras. Edge detection. Representing geometric primitives and their uncertainty. Stereo vision. Determining discrete motion from points and lines. Tracking tokens over time. Motion fields of curves. Interpolating and approximating three-dimensional data. Recognizing and locating objects and places....
Springer, 2015. — 692 p. Two-volume edition. The first volume is focused on the recent advances in computer vision methodologies and technical solutions using conventional and intelligent paradigms. The contemporary solutions based on advanced mathematical achievements emphasize more information and visual monitoring in natural and human environment. The real challenge of...
Springer, 2015. — 307 p. The research book is focused on the recent advances in computer vision methodologies and innovations in practice. The Contributions include: Human Action Recognition: Contour-Based and Silhouette-based Approaches. The Application of Machine Learning Techniques to Real Time Audience Analysis System. Panorama Construction from Multi-view Cameras in...
Springer, 2018. — 351 p. The research book is a continuation of the authors’ previous works, which are focused on recent advances in computer vision methodologies and technical solutions using conventional and intelligent paradigms. The book gathers selected contributions addressing aerial and satellite image processing and related fields. Topics covered include novel tensor...
FEL CTU, Prague, Czech republic, 2018. — 1333 p. Image processing, analysis and computer vision is comlex of technical tasks. Computer vision has grown on four pillars, i.e. computer science, signal processing, pattern recognition, human vision. Image processing is used for these tasks: Detecting, segmenting, describing, recognition object of interest in 2D or 3D imagery....
John Wiley, 1989. — 360 p. Three dimensional scene analysis has reached a turning point. Though re- searchers have been investigating object recognition and scene understanding since the late 1960’s, a new excitement can be felt in the field. I attribute this to four converging activities: (1) the increasing popularity and successes of stereo and active range sensing systems, (2)...
Springer, 2016. — 819 p. — ISBN 978-3-319-11550-4. This textbook offers a statistical view of the geometry of multiple-view analysis, required for camera calibration and orientation and geometric scene reconstruction based on geometric image features. The authors have backgrounds in geodesy and also long experience with development and research in computer vision, and this is...
David A. Forsyth. Computer Vision A Modern Approach. Second edition (text only). 2002 Hardcover: 826 pages Publisher: нет данных. Language: English ISBN10: 013608592X ISBN13: 978-0136085928 Computer Vision: A Modern Approach, 2e, is appropriate for upper-division undergraduate- and graduate-level courses in computer vision found in departments of Computer Science, Computer...
Second Edition Pearson Education, Prentice Hall, 2012. - 793 pages ISBN: 013608592X 9780136085928 9780132848640 This edition is appropriate for upper-division undergraduate- and graduate-level courses in computer vision found in departments of Computer Science, Computer Engineering and Electrical Engineering. This textbook provides the most complete treatment of modern computer...
Springer, 2015. — 220 p. Kinect for Xbox 360 launched worldwide in November 2010. This was a groundbreaking moment: for the first time you could control your entertainment devices with voice and full-body markerless motion capture; for the first time, computer vision had played a pivotal role in a mass-market and highly publicized consumer product. But perhaps Kinect will come...
Springer Cham, 2023. — 338 p. — eBook ISBN: 978-3-031-34507-4. Comprehensive guide to geometric computer vision, from image formation to 3D reconstruction Detailed explanations of the underlying algorithms, accompanied by clear and concise MatLAB code Accessible to readers with diverse backgrounds, including computer science, mathematics, and engineering From facial recognition...
Springer Cham, 2023. — 338 p. — eBook ISBN: 978-3-031-34507-4. Comprehensive guide to geometric computer vision, from image formation to 3D reconstruction Detailed explanations of the underlying algorithms, accompanied by clear and concise MatLAB code Accessible to readers with diverse backgrounds, including computer science, mathematics, and engineering From facial recognition...
4th International Conference, MIRAGE 2009 Rocquencourt, France, May 4-6, 2009 Proceedings. — Springer, 2009. — 448 p. — ISBN 3642018106. This book constitutes the refereed proceedings of the 4th International Conference on Computer Vision/Computer Graphics Collaboration Techniques, MIRAGE 2009, held in Rocquencourt, France, in May 2009. The 41 revised full papers presented were...
ITexLi, 2023. — 139 p. — ISBN 1837682100 9781837682102 1837699879 9781837699872 1837682119 9781837682119. Vision Sensors – Recent Advances reflects a selection of recent developments within the area of vision sensors and their algorithms. Among the image processing techniques involving the use of vision sensors are image measurement, image analysis, image transformation, image...
Springer, 2021. — 386 p. — ISBN 978-981-16-4938-7. This book offers a systematic and comprehensive introduction to the visual simultaneous localization and mapping (vSLAM) technology, which is a fundamental and essential component for many applications in robotics, wearable devices, and autonomous driving vehicles. The book starts from very basic mathematic background knowledge...
Springer, 2021. — 386 p. — ISBN 978-981-16-4938-7. This book offers a systematic and comprehensive introduction to the visual simultaneous localization and mapping (vSLAM) technology, which is a fundamental and essential component for many applications in robotics, wearable devices, and autonomous driving vehicles. The book starts from very basic mathematic background knowledge...
Wiley, 2012. — 375 p. The book is a valuable textbook for graduate students, researchers, and professionals in the field of computer vision, computer science, color, and engineering. The book covers upper-level undergraduate and graduate courses and can also be used in more advanced courses such as postgraduate tutorials. It is a good reference for anyone, including those in...
Wiley-IEEE, 2020. — 233 p. — ISBN: 978-1-119-52789-3. Learn how to apply cognitive principles to the problems of computer vision This book formulates the computational models for the cognitive principles found in biological vision, and applies those models to computer vision tasks. Such principles include perceptual grouping, attention, visual quality and aesthetics,...
Springer, 1995. — 446 p. Interest in computer vision has increased considerably as other disciplines of computation and control have developed to require better flexibility and precision in their controlling information. Despite considerable development over the past few decades, the vision field is still in its infancy. Many fundamental questions remain of how to handle and...
Basel: MDPI, 2017. — 208 p. Symmetry has a central role in the study of vision. The concept of symmetry has an ancient origin in considerations of visual appearance; in modern times, abstracted and formalized into Group Theory, it has found spectacular applications, far beyond the visible; but its importance for vision persists in many ways including: - As a non-accidental...
Springer, 2003. — 828 p. 4th International Conference, Scale-Space 2003, Isle of Skye, UK, June 10-12, 2003, Proceedings. This book constitutes the refereed proceedings of the 4th International Conference on Scale Space Methods in Computer Vision, Scale-Space 2003, held at Isle of Skye, UK in June 2003. The 56 revised full papers presented were carefully reviewed and selected from...
Springer, 1999. — 344 p. Collected in this volume are the papers presented at the 2nd International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR’99), held at the University of York, England, from July 26 through July 29, 1999. The workshop is the second in what we hope will become a series. The first meeting was held in Venice in May...
Cambridge University Press, 2000, 607 pages.
A basic problem in computer vision is to understand the structure of a real world scene given several images of it. Techniques used in the book for solving this are taken from projective geometry and photogrammetry. The distinctive flavour here, though, is that the approach is uncalibrated - it is not necessary to know or have to...
Second Edition. 2004 г Книга изначально в PDF (не скан), с цветными иллюстрациями, оглавлением и поддержкой поиска. Part 0: Background. This part is more tutorial than the others. It introduces the central ideas in the projective geometry of 2-space and 3-space (for example ideal points, and the absolute conic); how this geometry may be represented, manipulated, and estimated;...
Second Edition. — Cambridge University Press, 2003. — 671 p. — ISBN: 0521540518. Abstract Biological vision is a rather fascinating domain of research. Scientists of various origins like biology, medicine, neurophysiology, engineering, mathematics, etc. aim to understand the processes leading to visual perception process and at reproducing such systems. Understanding the...
CRC Press, 2020. — 339 p. — ISBN13: 978-1-138-54442-0. This book shows that traditional applications in computer vision can be solved through invoking deep learning. The applications addressed and described in the eleven different chapters have been selected in order to demonstrate the capabilities of deep learning algorithms to solve various issues in computer vision. The...
CRC Press, 2020. — 305 p. — ISBN13: 978-1-351-00382-7. This book shows that traditional applications in computer vision can be solved through invoking deep learning. The applications addressed and described in the eleven different chapters have been selected in order to demonstrate the capabilities of deep learning algorithms to solve various issues in computer vision. The...
CRC Press, 2020. — 305 p. — ISBN13: 978-1-351-00382-7. This book shows that traditional applications in computer vision can be solved through invoking deep learning. The applications addressed and described in the eleven different chapters have been selected in order to demonstrate the capabilities of deep learning algorithms to solve various issues in computer vision. The...
CRC Press, 2020. — 305 p. — ISBN13: 978-1-351-00382-7. This book shows that traditional applications in computer vision can be solved through invoking deep learning. The applications addressed and described in the eleven different chapters have been selected in order to demonstrate the capabilities of deep learning algorithms to solve various issues in computer vision. The...
Springer, 2019. — 430 р. — ISBN: 3030029999. This book presents a collection of high-quality research by leading experts in computer vision and its applications. Each of the 16 chapters can be read independently and discusses the principles of a specific topic, reviews up-to-date techniques, presents outcomes, and highlights the challenges and future directions. As such the...
Springer, 2019. — 430 р. — ISBN: 3030029999. This book presents a collection of high-quality research by leading experts in computer vision and its applications. Each of the 16 chapters can be read independently and discusses the principles of a specific topic, reviews up-to-date techniques, presents outcomes, and highlights the challenges and future directions. As such the...
Springer, 2016. — 302. Correspondence estimation is a task of matching pixels of one image with those of another. When referring to dense correspondence estimation, the emphasis is on finding suitable matches (correspondences) for every one of those pixels. Throughout much of the history of computer vision as a field of research, work on dense correspondence estimation has...
Berlin: Springer, 2013. — 372 p. This volume contains the papers presented at the 9th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR 2013), held in Lund, Sweden, during August 19–21, 2013. These papers demonstrate the broad scope of the research field, ranging from applications in medical imaging to semantic scene...
Springer, 2014. — 322 p.
Sports is said to be the social glue of society. It allows people to interact irrespective of their social status or age. With the rise of the mass media, a significant quantity of resources has been channeled into sports in order to improve understanding, performance and presentation. For example, areas like performance assessment, which were previously...
Wiley-IEEE, 2020. — 240 p. — ISBN 9781119527862. This book focuses on computing aspects and shows how the cognitive principles borrowed from other disciplines can be used to solve problems of computer vision. The book begins with an introduction to the problems of computer vision and why cognitive principles should be used to solve these problems. Then it moves on to a...
Czech Technical University, Prague, Czech republic, 2019. — 929 p. Image processing, analysis and computer vision is comlex of technical tasks. Computer vision has grown on four pillars, i.e. computer science, signal processing, pattern recognition, human vision. Image processing is used for these tasks: Detecting, segmenting, describing, recognition object of interest in 2D or...
Czech Technical University, Prague, Czech republic, 2019. — 268 p. Image segmentation is a collection of methods allowing to interpret spatially close parts of the image as objects. Regions (i.e. compact sets) represent spatial closeness naturally and thus are important building steps towards segmentation. Objects in a 2D image very often correspond to distinguishable regions....
Czech Technical University, Prague, Czech republic, 2019. — 297 p. Computer vision has three intertwined tasks. Feature observability in images - to determine whether the task-relevant information will be present in the primary image data. Representation - this problem is related to the model choice of the observed world, usually performed at various levels of the...
Springer, 2010, 7th Printing. — 488 p. Это перепечатка книги Hyvärinen A., Hurri J., Hoyer P.O. Natural Image Statistics. A Probabilistic Approach to Early Computational Vision, Springer, 2009 с незначительными добавлениями и исправлениями ошибок This book is both an introductory textbook and a research monograph on modelling the statistical structure of natural images. In very...
Springer, 2009. — 449 p. Aims and Scope This book is both an introductory textbook and a research monograph on modeling the statistical structure of natural images. In very simple terms, natural images are photographs of the typical environment where we live. In this book, their statistical structure is described using a number of statistical models whose parameters are...
Springer, 2014 — 898 p. — ISBN: 978-0-387-30771-8, e-ISBN: 978-0-387-31439-6.
This comprehensive reference provides easy access to relevant information on all aspects of Computer Vision. An A-Z format of over 240 entries offers a diverse range of topics for those seeking entry into any aspect within the broad field of Computer Vision. Over 200 Authors from both industry and...
Springer, 2020. — 309 p. — (Advances in Computer Vision and Pattern Recognition). — ISBN: 978-3-030-56576-3. This book describes active illumination techniques in computer vision. We can classify computer vision techniques into two classes: passive and active techniques. Passive techniques observe the scene statically and analyse it as is. Active techniques give the scene some...
2nd edition. — Springer, 2021. — 1436 p. — ISBN 978-3-030-63415-5. This comprehensive reference provides easy access to relevant information on all aspects of Computer Vision. An A-Z format of over 240 entries offers a diverse range of topics for those seeking entry into any aspect within the broad field of Computer Vision. Over 200 Authors from both industry and academia...
Springer, 2014. — 279 p. Understanding of Complex Visual Content is essential for a wide range of important applications including automatic multimedia content indexing and retrieval, medicine, robotics, or surveillance. This is a difficult problem due to what we call the ‘‘semantic gap’’ or the distance between the raw representation of image or video contents (bit streams)...
San Diego: Academic Press, 1999. - 942.
This handbook offers a fresh approach to computer vision. The whole vision process from image formation to measuring, recognition, or reacting is regarded as an integral process. Computer vision is understood as the host of techniques to acquire, process, analyze, and understand complex higher-dimensional data from our environment for...
San Diego: Academic Press, 1999. - 894 p.
This handbook offers a fresh approach to computer vision. The whole vision process from image formation to measuring, recognition, or reacting is regarded as an integral process. Computer vision is understood as the host of techniques to acquire, process, analyze, and understand complex higher-dimensional data from our environment for...
San Diego: Academic Press, 1999. - 624 p.
This handbook offers a fresh approach to computer vision. The whole vision process from image formation to measuring, recognition, or reacting is regarded as an integral process. Computer vision is understood as the host of techniques to acquire, process, analyze, and understand complex higher-dimensional data from our environment for...
A Guide for Students and Practitioners. — Academic Press, 2000. — 702 p. This book offers a fresh approach to computer vision. The whole vision process from image formation to measuring, recognition, or reacting is regarded as an integral process. Computer vision is understood as the host of techniques to acquire, process, analyze, and understand complex higher-dimensional data...
Hoboken: Wiley, 2014. — 451 p.
This book provides comprehensive coverage of 3D vision systems, from vision models and state-of-the-art algorithms to their hardware architectures for implementation on DSPs, FPGA and ASIC chips, and GPUs. It aims to fill the gaps between computer vision algorithms and real-time digital circuit implementations, especially with Verilog HDL design....
Academic Press, 2020. — 184 p. — ISBN: 978-0-12-803467-5. This book introduces probabilistic graphical models (PGMs) for computer vision problems and teaches how to develop the PGM model from training data. This book discusses PGMs and their significance in the context of solving computer vision problems, giving the basic concepts, definitions and properties. It also provides a...
Singapore: World Scientific Publishing Company, 2001. — 135 p. Introduction 3D Articulated Object Understanding, Learning, and Recognition from 2D Images On Geometric and Orthogonal Moments Multispectral Image Processing: The Nature Factor Detection of Sea Surface Small Targets in Infrared Images Based on Multilevel Filter and Minimum Risk Bayes Test Minimum Description Length...
Springer, 2006. — 979 p. 5th Indian Conference, ICVGIP 2006, Madurai, India, December 13-16, 2006, Proceedings. The Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP) is a forum bringing together researchers and practitioners in these related areas, coming from national and international academic institutes, from government research and development...
Springer, 2007. — 261 p. Graph theory has strong historical roots in mathematics, especially in topology. Its birth is usually associated with the four-color problem posed by Francis Guthrie in 1852, but its real origin probably goes back to the Seven Bridges of Konigsberg problem proved by Leonhard Euler in 1736. A computational solution to these two completely different...
IGI Global, 2020. — 324 p. — ISBN: 978-1799801832. Machine learning allows for non-conventional and productive answers for issues within various fields, including problems related to visually perceptive computers. Applying these strategies and algorithms to the area of computer vision allows for higher achievement in tasks such as spatial recognition, big data collection, and...
IGI Global, 2020. — 324 p. — ISBN: 978-1799801832. Machine learning allows for non-conventional and productive answers for issues within various fields, including problems related to visually perceptive computers. Applying these strategies and algorithms to the area of computer vision allows for higher achievement in tasks such as spatial recognition, big data collection, and...
Berlin: Springer, 2001. — 434 p. This book constitutes the refereed proceedings of the Third International Conference on Scale-Space and Morphology in Computer Vision, Scale-Space 2001, held in Vancouver, Canada in July 2001. The 18 revised full papers presented together with 23 posters were carefully reviewed and selected from 60 submissions. The book addresses all current...
Springer, 2005. — 643 p. 5th International Conference, Scale-Space 2005, Hofgeismar, Germany, April 7-9, 2005, Proceedings. This book constitutes the refereed proceedings of the 5th International Conference on Scale Space and PDE Methods in Computer Vision, Scale-Space 2005, held in Hofgeismar, Germany in April 2005. The 53 revised full papers presented were carefully reviewed and...
Springer, 2009. — 299 p. This book is written for researchers, practitioners, and managers of innovation in the field of ECV. The researchers are those interested in advancing theory and application conception. For this audience, we present the state of the art of the field today, and provide insight about where major applications may go in the near future. The practitioners...
Springer, 2014. — 293 p. Advances in Embedded Computer Vision This book offers a fresh look at the advances that the field of embedded computer vision has made in recent years. It is similar in structure to the similarly named book, Embedded Computer Vision, published in 2008 also by Springer, but the content is all new. What Is Embedded Computer Vision? If you are new to this...
Springer, 2014. — 441 p. — True PDF. — ISBN: 1447163192, 978-1-4471-6319-0. На англ. языке. This textbook provides an accessible general introduction to the essential topics in computer vision. Classroom-tested programming exercises and review questions are also supplied at the end of each chapter. Features: provides an introduction to the basic notation and mathematical...
Springer, 2000. — 318 p. This edited volume addresses a subject which has been discussed intensively in the computer vision community for several years. Performance characterization and evaluation of computer vision algorithms are of key importance, particularly with respect to the configuration of reliable and robust computer vision systems as well as the dissemination of...
Cambridge University Press, 2021. — 283 p. — ISBN 9781108705004. Imagine a world where machines can see and understand the world the way humans do. Rapid progress in artificial intelligence has led to smartphones that recognize faces, cars that detect pedestrians, and algorithms that suggest diagnoses from clinical images, among many other applications. The success of computer...
Springer, 2016. — 637 p. — ISBN: 3319337610, 9783319337616
Provides the most complete survey of computer vision feature description methods including local, regional, global, basis, and feature learning via deep learning and neural networks
Offers learning assignments at the end of each chapter for student or instructor use
Includes techniques for optimizing computer vision...
Springer, 2016. — 653 p. — ISBN: 3319337610, 9783319337616 Based on the successful 2014 book published by Apress, this textbook edition is expanded to provide a comprehensive history and state-of-the-art survey for fundamental computer vision methods. With over 800 essential references, as well as chapter-by-chapter learning assignments, both students and researchers can dig...
Springer, 2020 — 140 p. — (Mechanisms and Machine Science 87). — ISBN: 978-3-030-48980-9. This book presents the development of SLAM-based mobile robot control systems as an integrated approach that combines the localization, mapping and motion control fields, and reviews several techniques that represent the basics of the mathematical description of wheeled robots, their...
Springer, 2013. — 525 p. 4th International Conference, SSVM 2013, Schloss Seggau, Graz, Austria, June 2-6, 2013, Proceedings. This book constitutes the refereed proceedings of the 4th International Conference on Scale Space Methods and Variational Methods in Computer Vision, SSVM 2013, held in Schloss Seggau near Graz, Austria, in June 2013. The 42 revised full papers presented...
New Jersey: Prentice Hall, 2001. - 504 p. Complete guide to applying fuzzy-neural systems in computer vision, introducing approaches that incorporate neural networks, fuzzy inference systems and fuzzy-neural network models into the fundamental models of computer vision systems. The CD-ROM features a library of MatLAB command files and other files for the text. System...
Springer, 2023. — 358 p. — (EAI/Springer Innovations in Communication and Computing). — ISBN 978-3-031-20540-8. Умное компьютерное зрение This book addresses and disseminates research and development in the applications of intelligent techniques for Computer Vision, the field that works on enabling computers to see, identify, and process images in the same way that human vision...
Wiley-Scrivener, 2023. — 336 p. — ISBN: 9781119785408. With an increasing demand for biometric systems in various industries, this book on multimodal biometric systems, answers the call for increased resources to help researchers, developers, and practitioners. Multimodal biometric and machine learning technologies have revolutionized the field of security and authentication....
Springer, 2015. — 71 p.
This work offers a framework for the assessment of reliability and availability of visual quality control systems explained on a wavelet computer vision system. The work presents experimental results pertaining to the sensitivity of visual quality control to noise, as an example of dependences. The reliability analysis of the proposed visual quality...
Now Publishers, 2009. — 101 p. Few developments have influenced the field of computer vision in the last decade more than the introduction of statistical machine learning techniques. Particularly kernel-based classifiers, such as the support vector machine, have become indispensable tools, providing a unified framework for solving a wide range of image-related prediction tasks,...
University of the Witwatersrand, Johannesburg, South Africa, 1990. — 298 p. This research is concerned wiih the online measurement of the size distribution of rocks on a conveyor belt. The measurement process developed in this thesis is based upon experimental work as a consequence of intractable mathematics developed when extrapolating models of ideal particle systems to rocks...
Springer, 1998. — 221 p. One of the most natural representations for modelling spatial objects in computers is discrete representations in the form of a 2D square raster and a 3D cubic grid, since these are naturally obtained by segmenting sensor images. However, the main difficulty is that discrete representations are only approximations of the original objects, and can only...
Springer, 2017. — 712 p. 6th International Conference, SSVM 2017, Kolding, Denmark, June 4-8, 2017, Proceedings. This book constitutes the refereed proceedings of the 6th International Conference on Scale Space and Variational Methods in Computer Vision, SSVM 2017, held in Kolding, Denmark, in June 2017. The 55 revised full papers presented were carefully reviewed and selected...
Independently published, 2021. — 76 p. — ASIN B08YK5NYDY. More than just a source of "recipes," this exceptionally authoritative and comprehensive textbook/reference also takes a scientific approach to basic vision problems, formulating physical models of the imaging process before inverting them to produce descriptions of a scene. These problems are also analyzed using...
Independently published, 2021. — 76 p. — ASIN B08YK5NYDY. More than just a source of "recipes," this exceptionally authoritative and comprehensive textbook/reference also takes a scientific approach to basic vision problems, formulating physical models of the imaging process before inverting them to produce descriptions of a scene. These problems are also analyzed using...
Independently published, 2021. — 76 p. — ASIN B08YK5NYDY. More than just a source of "recipes," this exceptionally authoritative and comprehensive textbook/reference also takes a scientific approach to basic vision problems, formulating physical models of the imaging process before inverting them to produce descriptions of a scene. These problems are also analyzed using...
Independently published, 2021. — 76 p. — ASIN B08YK5NYDY. More than just a source of "recipes," this exceptionally authoritative and comprehensive textbook/reference also takes a scientific approach to basic vision problems, formulating physical models of the imaging process before inverting them to produce descriptions of a scene. These problems are also analyzed using...
Springer, 2017. — 220 p. The integration of artificial intelligence and computer vision technologies has become a topic of increasing interest for both researchers and developers from academic fields and industries worldwide. It is foreseeable that artificial intelligence will be the main approach of the next generation of computer vision research. The explosive number of...
Springer, 2010. — 362 p. — ISBN: 3642140092 Being the de-facto standard for data representation and exchange over the Web, XML (Extensible Markup Language) allows the easy development of applications that exchange data over the Web. This creates a set of data management requirements involving XML. XML and related standards have been extensively applied in many business, service,...
Wiley, 2021. - 337p. - ISBN: 9781119786092 Machine Vision Inspection Systems (MVIS) is a multidisciplinary research field that emphasizes image processing, machine vision and, pattern recognition for industrial applications. Inspection techniques are generally used in destructive and non-destructive evaluation industry. Now a day's the current research on machine inspection...
Wiley – Scrivener Publishing, 2020. — 242 p. — ISBN: 978-1-119-68196-0. This edited book brings together leading researchers, academic scientists and research scholars to put forward and share their experiences and research results on all aspects of an inspection system for detection analysis for various machine vision applications. It also provides a premier interdisciplinary...
Academic Press, 2018. — 386 p. — ISBN: 978-0-12-813445-0. This book describes how advanced computer vision techniques provide tools to support common human needs, such as mental functioning, personal mobility, sensory functions, daily living activities, image processing, pattern recognition, machine learning and how language processing and computer graphics cooperate with...
New Jersey: Prentice Hall, 2004. - 654 p.
Camera calibration.
Multiple view geometry.
Robust techniques for computer vision.
The tensor voting framework.
Image based lighting.
Computer vision in visual effects.
Content based image retrieval: an overview.
Face detection, alignment and recognition.
Perceptual interfaces.
Open source computer vision library.
Software...
Springer, 2015. — 362 p. This book has been written in many spatiotemporal coordinates. For instance, some equations and figures were performed during my Ph.D. at the Technical University of Berlin (1996–2000). During that period, but in Hamburg, I took several X-ray images—that have been used in this book—in YXLON X-ray International Labs. After completing my Ph.D., and during...
2nd Edition. — Springer, 2020. — 482 p. — ISBN 978-3-030-56768-2. Building on its strengths as a uniquely accessible textbook combining computer vision and X-ray testing, this enhanced second edition now firmly addresses core developments in deep learning and vision, providing numerous examples and functions using the Python language. Covering complex topics in an...
Springer, 2014. — 212 pp.
This book presents a unified view of image motion analysis under the variational framework. Variational methods, rooted in physics and mechanics, but appearing in many other domains, such as statistics, control, and computer vision, address a problem from an optimization standpoint, i.e., they formulate it as the optimization of an objective function...
Morgan & Claypool. 2006. - 136 p. This lecture presents research on a general framework for perceptual organization that was conducted mainly at the Institute for Robotics and Intelligent Systems of the University of Southern California. It is not written as a historical recount of the work, since the sequence of the presentation is not in chronological order. It aims at...
Orange Education Pvt Ltd., 2023. — 336 p. — ISBN-13: 978-93-88590-87-7. Be at your A game in building Intelligent systems by leveraging Computer vision and Machine Learning. Key Features Step-by-step instructions and code snippets for real world ML projects. Covers entire spectrum from basics to advanced concepts such as deep learning, transfer learning, and model optimization...
Orange Education Pvt Ltd., 2023. — 336 p. — ISBN-13: 978-93-88590-87-7. Be at your A game in building Intelligent systems by leveraging Computer vision and Machine Learning. Key Features Step-by-step instructions and code snippets for real world ML projects. Covers entire spectrum from basics to advanced concepts such as deep learning, transfer learning, and model optimization...
Orange Education Pvt Ltd., 2023. — 336 p. — ISBN-13: 978-93-88590-87-7. Be at your A game in building Intelligent systems by leveraging Computer vision and Machine Learning. Key Features Step-by-step instructions and code snippets for real world ML projects. Covers entire spectrum from basics to advanced concepts such as deep learning, transfer learning, and model optimization...
Orange Education Pvt Ltd, AVA, 2023. — 355 p. — ISBN 978-93-88590-87-7. Практические проекты машинного обучения с OpenCV: освоение компьютерного зрения и машинного обучения с использованием OpenCV и Python Be at your A game in building Intelligent systems by leveraging Computer vision and Machine Learning. Key Features: - Step-by-step instructions and code snippets for real...
Boston: The MIT Press, 1992. — 557 p. These twenty-three contributions focus on the most recent developments in the rapidly evolving field of geometric invariants and their application to computer vision. The introduction summarizes the basics of invariant theory, discusses how invariants are related to problems in computer vision, and looks at the future possibilities,...
Berlin: Springer, 1999. - 532 p.
This volume constitutes the refereed proceedings of the Second International Conference on Scale-Space Theories in Computer Vision, Scale-Space'99, held in Corfu, Greece, in September 1999. The 36 revised full papers and the 18 revised posters presented in the book were carefully reviewed and selected from 66 high-quality submissions. The book...
4th Edition. — Academic Press, 2020. — 818 p. — ISBN: 978-0-12-814976-8. This book is an essential guide to the implementation of image processing and computer vision techniques, with tutorial introductions and sample code in MatLAB and Python. Algorithms are presented and fully explained to enable complete understanding of the methods and techniques demonstrated. As one...
Academic Press, 2012. - 623 pages. 3rd Edition. На англ. языке. This book is an essential guide to the implementation of image processing and computer vision techniques, with tutorial introductions and sample code in MatLAB. Algorithms are presented and fully explained to enable complete understanding of the methods and techniques demonstrated. As one reviewer noted, "The main...
Basel: MDPI, 2021. — 188 p. This book presents recent research results related to various applications of computer vision methods in the widely understood contexts of automation and robotics. As the current progress of image analysis applications may be easily observed in various areas of everyday life, it becomes one of the most essential elements of development of Industry...
New York: Springer, 2016. — 412 p. This book explains the theory and application of evolutionary computer vision, a new paradigm where challenging vision problems can be approached using the techniques of evolutionary computing. This methodology achieves excellent results for defining fitness functions and representations for problems by merging evolutionary computation with...
Elsevier. 1992. - 428 p.
This volume provides comprehensive, self-consistent coverage of one approach to computer vision, with many direct or implied links to human vision. The book is the result of many years of research into the limits of human visual performance and the interactions between the observer and his environment. A wide-ranging approach to computer vision is...
IGI Global, 2016. — 476 p. — ISBN: 978-1-4666-8723-3. Robotics and autonomous systems can aid disabled individuals in daily living or make a workplace more productive, but these tools are only as effective as the technology behind them. Robotic systems must be able to accurately identify and act upon elements in their environment to be effective in performing their duties. This...
Springer, 2005. — 377 p. Third International Workshop, VLSM 2005, Beijing, China, October 16, 2005, Proceedings. This book constitutes the refereed proceedings of the Third International Workshop on Variational, Geometric and Level Set Methods in Computer Vision, VLSM 2005, held in Beijing, China in October 2005 within the scope of ICCV 2005, the International Conference on...
Springer, 2006. - 612 p. ISBN: 0387263713 This comprehensive volume is an essential reference tool for professional and academic researchers in the filed of computer vision, image processing, and applied mathematics. Continuing rapid advances in image processing have been enhanced by the theoretical efforts of mathematicians and engineers. This marriage of mathematics and...
Berlin: Springer, 2005. — 377 p. — Third International Workshop, VLSM 2005 Beijing, China, October 16, 2005 Proceedings. Mathematical methods has been a dominant research path in computational vision leading to a number of areas like filtering, segmentation, motion analysis and stereo reconstruction. Within such a branch visual perception tasks can either be addressed through the...
Arcler Press, 2020. — 348 p. — ISBN: 978-1-77407-355-1. Computer vision is one of the areas studied by the field of Artificial Intelligence (AI). The computer vision combines computer intelligence with digitized visual information. Pattern recognition is considered as the heart of the computer vision. Machine Vision and Image Recognition informs the readers about the behavior...
Berlin: Springer, 1997. - 557 p.
This book constitutes the refereed proceedings of the International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, EMMCVPR'97, held in Venice, Italy, in May 1997.
The book presents 29 revised full papers selected from a total of 62 submissions. Also included are four full invited papers and a keynote paper by...
Packt, 2023. — 318 p. Computer vision is a crucial component of many modern businesses, including automobiles, robotics, and manufacturing, and its market is growing rapidly. This book helps you explore Detectron2, Facebook's next-gen library providing cutting-edge detection and segmentation algorithms. It's used in research and practical projects at Facebook to support...
Springer-Verlag, 2011. — 224 p. — ISBN: 9780857297471, e-ISBN: 9780857297488.
Local Binary Pattern Operators
Background
The Role of Texture in Computer Vision
Motivation and Background for LBP
A Brief History of LBP
Overview of the Book
Local Binary Patterns for Still Images
Basic LBP
Derivation of the Generic LBP Operator
Mappings of the LBP Labels: Uniform...
Cambridge University Press, 2012. — 598 p. На англ. языке. This modern treatment of computer vision focuses on learning and inference in probabilistic models as a unifying theme. It shows how to use training data to learn the relationships between the observed image data and the aspects of the world that we wish to estimate, such as the 3D structure or the object class, and how...
Cambridge University Press, 2012. — 598 p. This modern treatment of computer vision focuses on learning and inference in probabilistic models as a unifying theme. It shows how to use training data to learn the relationships between the observed image data and the aspects of the world that we wish to estimate, such as the 3D structure or the object class, and how to exploit...
Cambridge University Press, 2013. - 410 pages. True PDF. На англ. языке. Modern blockbuster movies seamlessly introduce impossible characters and action into real-world settings using digital visual effects. These effects are made possible by research from the field of computer vision, the study of how to automatically understand images. Computer Vision for Visual Effects will...
Academic Press/Elsevier, 2023. — 369 p. — (Hybrid Computational Intelligence for Pattern Analysis and Understanding). — ISBN 978-0-323-98370-9. Улучшение цифрового изображения и реконструкция Digital Image Enhancement and Reconstruction: Techniques and Applications explores different concepts and techniques used for the enhancement as well as reconstruction of low-quality...
Berlin: Springer, 2003. — 535 p. This volume consists of the 33 papers presented at the International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR 2003) which was held at Instituto Superior T´ecnico (IST), the Engineering School of the Technical University of Lisbon, Portugal during July 7–9, 2003. This workshop was the fourth in the...
Berlin: Springer, 2005. - 671 p.
This volume consists of the 42 papers presented at the International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR 2005), which was held at the Hilton St. Augustine Historic Bayfront, St. Augustine, Florida, USA, during November 9–11, 2005. This workshop is the fifth in a series which began with...
Издательство CRC Press, 2006, -208 pp.
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...
PyImageSearch, 2017. — 210 p. The Practitioner Bundle is geared towards readers who want an in-depth study of deep learning for computer vision. This volume is meant to be the next logical step in your deep learning for computer vision education after completing the Starter Bundle. At this point, you should have a strong understanding of the fundamentals of parameterized learning,...
Springer, 2003. — 708 p. 8th Iberoamerican Congress on Pattern Recognition, CIARP 2003, Havana, Cuba, November 26-29, 2003, Proceedings. CIARP 2003 (8th Iberoamerican Congress on Pattern Recognition) was the eighth event in a series of pioneering congresses on pattern recognition in the Latin American community of countries. This year, however, the forum was extended to include...
Springer, 2005. — 292 p. It started with image processing in the sixties. Back then, it took ages to digitize a Landsat image and then process it with a mainframe computer. Processing was inspired on the achievements of signal processing and was still very much oriented towards programming. In the seventies, image analysis spun off combining image measurement with statistical...
Kluwer, 2003. — 234 p. Computer vision is the enterprise of automating and integrating a wide range of processes and representations used for vision perception. It includes many techniques that are useful by themselves, such as image processing (transforming, encoding, and transmitting images) and statistical pattern classification (statistical decision theory applied to...
Boca Raton: CRC Press, 2024. — 466 p. A comprehensive reference book that addresses the field of machine vision and its significance in cyber-physical systems. It explores the multidisciplinary nature of machine vision, involving electronic and mechatronic devices, Artificial Intelligence algorithms, embedded systems, control systems, robotics, interconnectivity, Data Science,...
CRC Press, 2024. — 466 p. — ISBN 978-1-032-38163-3. Измерения и приборы для машинного зрения A comprehensive reference book that addresses the field of machine vision and its significance in cyber-physical systems. It explores the multidisciplinary nature of machine vision, involving electronic and mechatronic devices, Artificial Intelligence algorithms, embedded systems,...
Springer, 2015. — 230 p.
We are pleased to bring the Proceedings of the International Conference on Computational Vision and Robotics (ICCVR-2014). The aim of the conference was to provide a forum for researchers and scholars to present their research results along with the demonstration of new systems and techniques in the area of Computer Vision and Robotics. Papers from...
Springer, 2007. — 946 p. First International Conference, SSVM 2007, Ischia, Italy, May 30 - June 2, 2007, Proceedings. This book constitutes the refereed proceedings of the First International Conference on Scale Space Methods and Variational Methods in Computer Vision, SSVM 2007, emanated from the joint edition of the 4th International Workshop on Variational, Geometric and Level...
Springer, 2014. — 313 p.
Depth cameras have been exploited in computer vision for several years, but the high price and poor quality of such devices have limited their applicability. With the invention of the low-cost depth sensors such as Kinect and Time-of-Flight (TOF) cameras, high-resolution depth and visual (RGB) sensing have become available for widespread use as an...
Prentice Hall, 2001. — 617 p. This book is intended as an introduction to computer vision for a broad audience. It provides necessary theory and examples for students and practitioners who will work in fields where significant information must be extracted automatically from images. The book should be a useful resource book for professionals, a text for both undergraduate and...
Prentice Hall, 2001. – 617 p. – ISBN: 9780130307965. Using a progressive intuitive/mathematical approach, this introduction to computer vision provides necessary theory and examples for practitioners who work in fields where significant information must be extracted automatically from images-- including those interested in multimedia, art and design, geographic information...
Springer, 2021. — 591 p. — ISBN 978-981-33-4581-2. This book is a collection of selected papers presented at the First Congress on Intelligent Systems (CIS 2020), held in New Delhi, India, during September 5–6, 2020. It includes novel and innovative work from experts, practitioners, scientists, and decision-makers from academia and industry. It covers selected papers in the...
Boca Raton: CRC Press, 2023. — 333 p. This reference text presents the knowledge base of computer vision and soft computing techniques with their applications for sustainable developments. Computer Vision is the field of studying and developing technology that enables computers to process, analyze, and interpret digital images. Today, Computer Vision applications can be found...
CRC Press, 2023. — 214 p. Computer vision and image analysis are indispensable components of every automated environment. Modern machine vision and image analysis techniques play key roles in automation and quality assurance. Working environments can be improved significantly if we integrate Computer Vision and image analysis techniques. The more advancement in innovation and...
Orange Education Pvt Ltd, AVA, 2025. — 255 p. Key Features Covers core to advanced Computer Vision topics with PyTorch 2.0's latest features and best practices. Progressive learning path to ensure suitability for beginners and experts alike. Tackles practical tasks like optimization, transfer learning, and edge deployment. In an era where Computer Vision has rapidly transformed...
New York: Springer, 2022. — 877 p. This book includes selected papers from the 5th International Conference on Computational Vision and Bio Inspired Computing (ICCVBIC 2021), held in Coimbatore, India, during November 25–26, 2021. This book presents state-of-the-art research innovations in computational vision and bio-inspired techniques. The book reveals the theoretical and...
True PDF Cambridge University Press, 2017. — 286 p. — ISBN: 978-1-107-18488-6. Computer vision has widespread and growing application including robotics, autonomous vehicles, medical imaging and diagnosis, surveillance, video analysis, and even tracking for sports analysis. This book equips the reader with crucial mathematical and algorithmic tools to develop a thorough...
Springer/Southeast University Press, 2024. — 90 p. — ISBN 978-981-99-9190-7. Анализ движения высокого порядка: методы компьютерного зрения This book shows how different types of motion can be disambiguated into their components in a richer way than that currently possible in computer vision. Previous research of motion analysis has generally not yet considered the basic nature...
Springer/Southeast University Press, 2024. — 90 p. — ISBN 978-981-99-9190-7. Анализ движения высокого порядка: методы компьютерного зрения This book shows how different types of motion can be disambiguated into their components in a richer way than that currently possible in computer vision. Previous research of motion analysis has generally not yet considered the basic nature...
Springer, 2011 — 812 p. Series: Texts in Computer Science Editors David Gries, Fred B. Schneider ISSN: 1868-0941 ISBN: 978-1-84882-934-3 Humans perceive the three-dimensional structure of the world with apparent ease. However, despite all of the recent advances in computer vision research, the dream of having a computer interpret an image at the same level as a two-year old...
Springer-Verlag, London, Great Britain, 2011. — 980 p. — ISBN: 978-1-84882-935-0 At that time, computer vision techniques were increasingly being used in computer graphics to create image-based models of real-world objects, to create visual effects, and to merge realworld imagery using computational photography techniques. Decision to focus on the applications of computer...
2nd ed. — Springer, 2022. — 936 p. — (Texts in Computer Science). — ISBN 3030343715. Computer Vision: Algorithms and Applications explores the variety of techniques used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both in specialized applications such as image search and autonomous navigation,...
Springer, 2011. — 824 p. Computer Vision: Algorithms and Applications explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching,...
Springer, 2010. — 812 p. — ISBN13: 978-1848829343. Computer Vision: Algorithms and Applications explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image...
Berlin: Springer, 2015. - 516 p.
This book contains 36 original research articles that cover the whole spectrum of energy minimization in computer vision and pattern recognition, including design and analysis of mathematical models and design of discrete and continuous optimization algorithms. Application areas include image segmentation and tracking, image restoration and...
Springer, 2009. — 881 p. Second International Conference, SSVM 2009, Voss, Norway, June 1-5, 2009. Proceedings. This book constitutes the refereed proceedings of the Second International Conference on Scale Space Methods and Variational Methods in Computer Vision, SSVM 2009, emanated from the joint edition of the 5th International Workshop on Variational, Geometric and Level Set...
Springer, 2009. — 296 p. Computational methodologies of signal processing and imaging analysis, namely considering 2D and 3D images, are commonly used in different applications of the human society. For example, Computational Vision systems are progressively used for surveillance tasks, traffic analysis, recognition process, inspection purposes, human-machine interfaces, 3D...
Packt Publishing Ltd. — 290 p. — ISBN: 978-1-78913-094-2. Create powerful, accurate, and real-time Computer Vision applications using a perfect blend of algorithms and filters. Also learn about object tracking and foreground extractions with a variety of new filters and algorithms. An arena that has been positively impacted by the advancements in processing power and...
Springer, 1993. — 461 p.
Scale is a concept the antiquity of which can hardly be traced. Certainly the familiar phenomena that accompany scale changes in optical patterns are mentioned in the earliest written records. The most obvious topological changes such as the creation or annihilation of details have been a topic of fascination to philosophers, artists and later...
Morgan & Claypool, 2022. — 138 p. — (Synthesis Lectures on Computer Vision 19). — ISBN 9781636392417. Human visual perception is limited to the visual-optical spectrum. Machine vision is not. Cameras sensitive to the different infrared spectra can enhance the abilities of autonomous systems and visually perceive the environment in a holistic way. Relevant scene content can be...
Boca Raton: CRC Press, 2022. — 436 p. Energy efficiency is critical for running computer vision on battery-powered systems, such as mobile phones or UAVs (unmanned aerial vehicles, or drones). This book collects the methods that have won the annual IEEE Low-Power Computer Vision Challenges since 2015. The winners share their solutions and provide insight on how to improve the...
New York: Springer, Huazhong University of Science and Technology Press, 2022. — 315 p. Research has shown that more than 70% of information that humans receive is perceived by vision. Similarly, vision systems are also very important for robots and have basically become the standard configuration of robots. It is fundamental for robots to understand the environment and execute...
Springer, 2024. - 296 p. - ISBN 9819978815. Image classification is a critical component in computer vision tasks and has numerous applications. Traditional methods for image classification involve feature extraction and classification in feature space. Current state-of-the-art methods utilize end-to-end learning with deep neural networks , where feature extraction and...
Antonio The MIT Press, 2024. — 240 p. — (Adaptive Computation and Machine Learning series). — ISBN-13 978-0262048972. An accessible, authoritative, and up-to-date computer vision textbook offering a comprehensive introduction to the foundations of the field that incorporates the latest Deep Learning advances. Machine Learning has revolutionized computer vision, but the methods...
Springer, 2013. — 257 p. — ISBN: 1447152824. На англ. языке. This practical and authoritative text/reference presents a broad introduction to the optimization methods used specifically in computer vision. In order to facilitate understanding, the presentation of the methods is supplemented by simple flow charts, followed by pseudocode implementations that reveal deeper insights...
Springer, 2016. — 382 p. The computer vision community has registered a strong progress over the last few years due to: (1) improved sensor technology, (2) increased computation power, and (3) sophisticated statistical tools. Another important innovation, albeit relatively less visible, has been the involvement of differential geometry in developing vision frameworks. Its...
Taylor and Francis Group, 2011. — 258 p.
The typical computational approach to object understanding derives shape information from the 2D outline of the objects. For complex object structures, however, such a planar approach cannot determine object shape; the structural edges have to be encoded in terms of their full 3D spatial configuration. Computer Vision: From Surfaces to 3D...
Springer, 2010. — 980 p. Digital image processing and analysis is a field that continues to experience rapid growth, with applications ranging from areas such as space exploration to the entertainment industry. The diversity of applications is one of the driving forces that make it such an exciting field to be involved in for the twenty-first century. Digital image processing,...
4th ed. — Boca Raton: CRC Press, 2022. — 488 p. — (Digital Image Processing and Analysis). — ISBN 1032071303. Digital Image Enhancement, Restoration and Compression focuses on human vision-based imaging application development. Examples include making poor images look better, the development of advanced compression algorithms, special effects imaging for motion pictures and the...
4th Edition. — CRC Press, 2023. — 470 p. Digital Image Enhancement, Restoration and Compression focuses on human vision-based imaging application development. Examples include making poor images look better, the development of advanced compression algorithms, special effects imaging for motion pictures and the restoration of satellite images distorted by atmospheric...
Packt Publishing, 2019. — 380 p. — ISBN: 978-1789348293, 1789348293. Discover how CUDA allows OpenCV to handle complex and rapidly growing image data processing in computer and machine vision by accessing the power of GPU Key Features Explore examples to leverage the GPU processing power with OpenCV and CUDA Enhance the performance of algorithms on embedded hardware platforms...
Packt Publishing, 2019. — 475 p. — ISBN: 978-1-78934-829-3. Hands-On GPU-Accelerated Computer Vision with OpenCV and CUDA: Effective techniques to process complex image data in real time using GPUs Discover how CUDA allows OpenCV to handle complex and rapidly growing image data processing in computer and machine vision by accessing the power of GPU Computer vision has been...
Packt Publishing, 2019. — 475 p. — ISBN: 978-1-78934-829-3. Hands-On GPU-Accelerated Computer Vision with OpenCV and CUDA: Effective techniques to process complex image data in real time using GPUs Discover how CUDA allows OpenCV to handle complex and rapidly growing image data processing in computer and machine vision by accessing the power of GPU Computer vision has been...
Packt Publishing, 2019. — 475 p. — ISBN: 978-1-78934-829-3. Hands-On GPU-Accelerated Computer Vision with OpenCV and CUDA: Effective techniques to process complex image data in real time using GPUs Discover how CUDA allows OpenCV to handle complex and rapidly growing image data processing in computer and machine vision by accessing the power of GPU Computer vision has been...
Packt Publishing, 2019. — 475 p. — ISBN: 978-1-78934-829-3. Hands-On GPU-Accelerated Computer Vision with OpenCV and CUDA: Effective techniques to process complex image data in real time using GPUs Discover how CUDA allows OpenCV to handle complex and rapidly growing image data processing in computer and machine vision by accessing the power of GPU Computer vision has been...
Orange Education Pvt Ltd., November 2023. — 423 p. — ISBN-13: 978-93-90475-79-7. "Mastering OpenCV with Python" immerses you in the captivating realm of computer vision, with a structured approach that equips you with the knowledge and skills essential for success in this rapidly evolving field. From grasping the fundamental concepts of image processing and OpenCV to mastering...
Orange Education Pvt Ltd., November 2023. — 423 p. — ISBN-13: 978-93-90475-79-7. "Mastering OpenCV with Python" immerses you in the captivating realm of computer vision, with a structured approach that equips you with the knowledge and skills essential for success in this rapidly evolving field. From grasping the fundamental concepts of image processing and OpenCV to mastering...
Orange Education Pvt Ltd., November 2023. — 423 p. — ISBN-13: 978-93-90475-79-7. "Mastering OpenCV with Python" immerses you in the captivating realm of computer vision, with a structured approach that equips you with the knowledge and skills essential for success in this rapidly evolving field. From grasping the fundamental concepts of image processing and OpenCV to mastering...
Springer, 2020. — 267 p. — ISBN: 3030455289. This book provides a survey of deep learning approaches to domain adaptation in computer vision. It gives the reader an overview of the state-of-the-art research in deep learning based domain adaptation. This book also discusses the various approaches to deep learning based domain adaptation in recent years. It outlines the...
Packt, 2020. — 752 p. — ISBN: 9781800203587. A practical guide to learning visual perception for self-driving cars for computer vision and autonomous system engineers Key Features Explore the building blocks of the visual perception system in self-driving cars Identify objects and lanes to define the boundary of driving surfaces using open-source tools like OpenCV and Python...
Packt, 2020. — 374 p. — ISBN:1800203586 The visual perception capabilities of a self-driving car are powered by computer vision. The work relating to self-driving cars can be broadly classified into three components - robotics, computer vision, and machine learning. This book provides existing computer vision engineers and developers with the unique opportunity to be associated...
Jun Wan, Guodong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li. — Morgan & Claypool Publishers, 2020. — 88 p. — ISBN: 978-1681739243. Multi-Modal Face Presentation Attack Detection (Synthesis Lectures on Computer Vision) For the last ten years, face biometric research has been intensively studied by the computer vision community. Face recognition systems have been used...
Springer, 2009. — 385 p. This book provides an introduction to the foundations of three-dimensional computer vision and describes recent contributions to the field. Geometric methods include linear and bundle adjustment based approaches to scene reconstruction and camera calibration, stereo vision, point cloud segmentation, and pose estimation of rigid, articulated, and flexible...
2nd ed. — Springer, 2013. — 390 p. — ISBN: 1447141490, 9781447141495. This indispensable text introduces the foundations of three-dimensional computer vision and describes recent contributions to the field. Fully revised and updated, this much-anticipated new edition reviews a range of triangulation-based methods, including linear and bundle adjustment based approaches to scene...
New York: Springer, 2021. — 202 p. The book focuses on visual object tracking systems and approaches based on correlation filter and Deep Learning. Both foundations and implementations have been addressed. The algorithm, system design and performance evaluation have been explored for three kinds of tracking methods including correlation filter based methods, correlation filter...
World Scientific Publishing, 2018. — 119 p. — (Series in Computer Vision — Vol. 5). — ISBN: 978-981-3233-27-0. This invaluable compendium highlights the challenges of perioperative process in hospitals today. It delves into the development of a multi-agent robotic system where a dirty-side robot that sorts instruments returned from a surgical room into different containers for...
Springer, 2017. — 787 p. Second CCF Chinese Conference, CCCV 2017, Tianjin, China, October 11–14, 2017, Proceedings, Part I. This three volume set, CCIS 771, 772, 773, constitutes the refereed proceedings of the CCF Chinese Conference on Computer Vision, CCCV 2017, held in Tianjin, China, in October 2017. The total of 174 revised full papers presented in three volumes were...
Springer, 2017. — 630 p. Second CCF Chinese Conference, CCCV 2017, Tianjin, China, October 11–14, 2017, Proceedings, Part II. This three volume set, CCIS 771, 772, 773, constitutes the refereed proceedings of the CCF Chinese Conference on Computer Vision, CCCV 2017, held in Tianjin, China, in October 2017. The total of 174 revised full papers presented in three volumes were...
Springer, 2017. — 740 p. Second CCF Chinese Conference, CCCV 2017, Tianjin, China, October 11–14, 2017, Proceedings, Part III. This three volume set, CCIS 771, 772, 773, constitutes the refereed proceedings of the CCF Chinese Conference on Computer Vision, CCCV 2017, held in Tianjin, China, in October 2017. The total of 174 revised full papers presented in three volumes were...
2010, 197 pages What is symmetry? Why is symmetry relevant to computational science? Why is computational symmetry challenging? Historical perspective Symmetry ans Symmetry Groups Symmetry in Euclidean Space Symmetry in Affine an Projective Spaces Symmetry in non-Euclidean Geometry Symmetry Detection Symmetry Detection by Methods Symmetry Detection by Symmetry Types...
Springer, 2015. — 481 p. CCF Chinese Conference, CCCV 2015, Xi'an, China, September 18-20, 2015, Proceedings, Part I. The two volumes CCIS 546 and 547 constitute the refereed proceedings of the CCF Chinese Conference on Computer Vision, CCCV 2015, held in Xi'an, China, in September 2015. The total of 89 revised full papers presented in both volumes were carefully reviewed and...
Springer, 2015. — 491 p. CCF Chinese Conference, CCCV 2015, Xi'an, China, September 18-20, 2015, Proceedings, Part II. The two volumes CCIS 546 and 547 constitute the refereed proceedings of the CCF Chinese Conference on Computer Vision, CCCV 2015, held in Xi'an, China, in September 2015. The total of 89 revised full papers presented in both volumes were carefully reviewed and...
Springer, 2024. — 479 p. This book offers a comprehensive and unbiased introduction to 3D Computer Vision, ranging from its foundations and essential principles to advanced methodologies and technologies. Divided into 11 chapters, it covers the main workflow of 3D computer vision as follows: camera imaging and calibration models; various modes and means of 3D image acquisition;...
Springer, 2024. — 485 p. — ISBN 978-981-19-7603-2. This book offers a comprehensive and unbiased introduction to 3D Computer Vision, ranging from its foundations and essential principles to advanced methodologies and technologies. Divided into 11 chapters, it covers the main workflow of 3D computer vision as follows: camera imaging and calibration models; various modes and...
Springer, 2024. — 485 p. — ISBN 978-981-19-7603-2. This book offers a comprehensive and unbiased introduction to 3D Computer Vision, ranging from its foundations and essential principles to advanced methodologies and technologies. Divided into 11 chapters, it covers the main workflow of 3D computer vision as follows: camera imaging and calibration models; various modes and...
Springer, 2024. — 485 p. — ISBN 978-981-19-7603-2. This book offers a comprehensive and unbiased introduction to 3D Computer Vision, ranging from its foundations and essential principles to advanced methodologies and technologies. Divided into 11 chapters, it covers the main workflow of 3D computer vision as follows: camera imaging and calibration models; various modes and...
Singapore: World Scientific Publishing Company, 2022. — 555 p. — ISBN 9811245088. This special compendium introduces the basic principles, typical methods and practical techniques of 2D computer vision . The volume comprehensively covers the introductory content of computer vision and the materials are selected based on courses conducted in the past 20 years . The useful...
Springer, 2023. — 452 p. — ISBN 9811975795. This textbook offers advanced content on computer vision (basic content can be found in its prerequisite textbook, “2D Computer Vision: Principles, Algorithms and Applications” ), including the basic principles, typical methods and practical techniques. It is intended for graduate courses on related topics, e.g. Computer Vision, 3-D...
Springer, 2023. — 452 p. — ISBN 9811975795. This textbook offers advanced content on computer vision (basic content can be found in its prerequisite textbook, “2D Computer Vision: Principles, Algorithms and Applications”), including the basic principles, typical methods and practical techniques. It is intended for graduate courses on related topics, e.g. Computer Vision, 3-D...
CRC Press, 2023. — 349 p. — ISBN: 978-1-032-42345-6. This book offers a comprehensive introduction to seven commonly used image understanding techniques in modern information technology. Readers of various levels can find suitable techniques to solve their practical problems and discover the latest development in these specific domains. The techniques covered include camera...
Сборник статей — InTech, 2008. — 548 p. Computer vision uses digital computer techniques to extract, characterize, and interpret information in visual images of a three-dimensional world. The goal of computer vision is primarily to enable engineering systems to model and manipulate the environment by using visual sensing. The field of computer vision can be characterized as...
IGI Global, 2016. — 437 p. Environmental Informatics studies how information can be acquired, stored, processed, modelled, and communicated for environmental sciences and management. Originated in early 1990’s, Environmental Informatics has developed into a multi-disciplinary area that not only covers environment sciences and engineering, but also covers or interacts closely...
New York: Springer, 1992. — 179 p. This monograph is an outgrowth of the authors' recent research on the development of algorithms for several low-level vision problems using artificial neural networks. Specific problems considered are static and motion stereo, computation of optical flow, and deblurring an image. From a mathematical point of view, these inverse problems are...
Springer, 2023. — 364 p. — ISBN 978-3-030-96529-7. As the first book of a three-part series, this book is offered as a tribute to pioneers in vision, such as Bela Julesz, David Marr, King-Sun Fu, Ulf Grenander, and David Mumford. The authors hope to provide foundation and, perhaps more importantly, further inspiration for continued research in vision. This book covers David...
Учебное пособие. — Тамбов: Тамбовский государственный технический университет (ТГТУ), 2019. — 80 с. — ISBN 978-5-8265-2096-3. Рассмотрены основные алгоритмы обработки изображений, которые могут быть реализованы в различных средах: как в LabVIEW NI VISION, так и в OpenCV, Python, с помощью которых можно обрабатывать информацию с видеокамер, а также управлять как промышленными...
Учебный курс. — М.: ДМК Пресс, 2017. — 88 с. Данная книга представляет собой краткий учебный курс для школьников и студентов по машинному зрению и цифровой обработке изображений в среде визуального программирования LabVIEW с использованием библиотеки IMAQ Vision. Рассматриваются основные аспекты получения, хранения, обработки и анализа цифровых изображений, а также...
2-е изд., испр. — Бовырин А.В., Дружков П.Н., Ерухимов В.Л., Золотых Н.Ю., Кустикова В.Д., Лысенков И.Д., Мееров И.Б., Писаревский В.Н., Половинкин А.Н., Сысоев А.В. — М.: Ай Пи Эр Медиа; Интуит, 2016. — 515 с. Курс предусматривает ознакомление с основными задачами, моделями и методами создания мультимедийных приложений с акцентом на задачи компьютерного зрения и машинного...
2-е изд., испр. — Бовырин А.В., Дружков П.Н., Ерухимов В.Л., Золотых Н.Ю., Кустикова В.Д., Лысенков И.Д., Мееров И.Б., Писаревский В.Н., Половинкин А.Н., Сысоев А.В. — М.: Ай Пи Эр Медиа; Интуит, 2016. — 515 с. Code files only! Курс предусматривает ознакомление с основными задачами, моделями и методами создания мультимедийных приложений с акцентом на задачи компьютерного зрения и...
Ефимов А. И., Колчаев Д. А., Логинов А. А., Муратов Е.Р., Никифоров М.Б., Новиков А.И., Павлов О.В., Устюков Д.И., Холопов И.С., Юкин С.А. — М.: Физматлит, 2020. — 264 с. — ISBN: 978-5-9221-1884-2. Рассмотрены основные концепции построения систем ввода–вывода изображений в авиационных системах технического зрения, позволяющие оптимизировать обеспечение пилота графической...
Ефимов А. И., Колчаев Д. А., Логинов А. А., Муратов Е.Р., Никифоров М.Б., Новиков А.И., Павлов О.В., Устюков Д.И., Холопов И.С., Юкин С.А. — М.: Физматлит, 2020. — 264 с. — ISBN: 978-5-9221-1884-2. Рассмотрены основные концепции построения систем ввода–вывода изображений в авиационных системах технического зрения, позволяющие оптимизировать обеспечение пилота графической...
Учебный курс «Разработка мультимедийных приложений с использованием библиотек OpenCV и IPP». — Нижний Новгород: НГУ им. Лобачевского, 2013. — 30 с. Проективная геометрия в компьютерном зрении. Pinhole-камера. Модель искажений линз. Определение позы объекта. Задача PNP. Калибрация камеры. Планарные объекты. Гомография. Стерео-зрение. Функции в OPENCV.
Перевод с англ. А. А. Слинкин. — М.: ДМК Пресс, 2019. — 506 с.: ил. — ISBN: 978-5-97060-702-2. В этой книге рассмотрены основные аспекты компьютерного зрения: обработка и анализ изображений, анализ плотного движения, сегментация изображений, работа с камерами, трехмерная реконструкция, сопоставление стереоизображений, обнаружение объектов и др. Материал дополняется...
Пер. с англ. В.C. Яценкова. — М.: ДМК Пресс, 2023. — 584 с.: ил. В этой книге теоретические основы компьютерного зрения подкреплены многочисленными примерами с использованием специализированного пакета инструментов для MatLAB. Читатель ознакомится с ключевыми понятиями зрения роботов, такими как моделирование камеры, обработка изображений, выделение признаков и многоракурсная...
М.: ДМК Пресс, 2022. — 316 с. Книга посвящена разработкам искусственного интеллекта в части компьютерного зрения и объединяет подходы, позволяющие рассмотреть эту тему на пересечении биологии и математического моделирования. В первой части книги рассматриваются биологические основы зрения: читатель знакомится с различными аспектами зрительного восприятия и узнает, какие...
2 изд. — Автор, 2020. — 288 с. Здесь представлен перевод книги Pajankar А. - Raspberry Pi Computer Vision Programming Second Edition. Компьютерное зрение и обработка изображений превратились из области нишевых исследований в повседневное использование. Однако, несмотря на эту революцию, одной из ключевых проблем, возникающих при разработке компьютерного зрения и разработке...
2 изд. — Автор, 2020. Здесь представлен перевод книги Pajankar А. - Raspberry Pi Computer Vision Programming Second Edition. Компьютерное зрение и обработка изображений превратились из области нишевых исследований в повседневное использование. Однако, несмотря на эту революцию, одной из ключевых проблем, возникающих при разработке компьютерного зрения и разработке приложений,...
Учебное пособие. – СПб: Университет ИТМО, 2016. – 161 с.
Рассмотрены сведения из области анализа изображений, необходимые для изучения систем компьютерного зрения. В частности, разобрано ключевое понятие представления изображений и описаны основные уровни представлений изображений, использование которых разобрано на методах сопоставления изображений. Далее рассмотрены основные...
Учебное пособие. — Таганрог: Южный федеральный университет, 2016. — 92 с. — ISBN 978-5-9275-2089-3. В пособии рассматриваются вопросы решения наиболее популярных задач компьютерного зрения: методы распознавания образов, поиск изображений на основе содержания, обнаружение движения на изображениях, сопоставление изображений в двумерном пространстве, распознавание объектов на...
Учебное пособие. — Таганрог: Южный федеральный университет, 2015. — 84 с. В пособии рассматриваются вопросы формирования и анализа изображений, обработки полутоновых и цветных изображений и сегментации изображений. Рассмотренные алгоритмы ориентированы на решение задач компьютерного зрения и распознавания образов. Рассчитано на магистрантов, аспирантов и специалистов,...
Москва: ДМК Пресс, 2016. — 312 с. Если вы хотите разобраться в основах теории и алгоритмов компьютерного зрения, то эта книга - как раз то, что вам нужно. Вы узнаете о методах распознавания объектов, трехмерной реконструкции, обработке стереоизображений, дополненной реальности и других приложениях компьютерного зрения. Изложение сопровождается понятными примерами на языке...
М.: Вильямс, 2004. — 928 с. — ISBN 5-8459-0542-7, 0-13-085198-1. Компьютерное зрение — это одна из самых востребованных областей на современном этапе развития цифровых компьютерных технологий. Оно требуется на производстве, при управлении роботами, при автоматизации процессов, в медицинских и военных приложениях, при наблюдении со спутников и при работе с персональными...
Київ: Техніка, 1966. — 95 с. У книзі викладаються питання математичного моделювання зорових функцій людини. Розглядаються закономірності перетворення яскравості об'єктів, що перебувають у полі зору, на ясність зорового відчуття. Побудовано моделі інерції та іррадіації зору. Моделі описують широкий клас явищ з області психофізики зору. Книга розрахована на наукових та...
М.: Лаборатория знаний, 2021. — 163 с. В книге изложен учебный курс для школьников, начинающих изучать компьютерное зрение с языком программирования Python и библиотекой OpenCV. Описаны особенности установки языка Python, различных библиотек, в том числе OpenCV, и операционной системы Raspbian. Материал разделен на три отдельные темы: программирование на Python, поиск и...
М.: Бином. Лаборатория знаний, 2006. — 752 с. — ISBN: 5-94774-384-1, 0-13-030796-3
В данной книге теоретические аспекты обработки зрительных данных рассматриваются с привлечением большого количества примеров из практических задач. Наряду с классическими темами, в книге рассматриваются базы данных изображений и системы виртуальной и дополненной реальности. Приведены примеры...
Москва. Бином, 2006. - 752 с. Учебник для технических ВУЗов. В данной книге теоретические аспекты обработки зрительных данных рассматриваются с привлечением большого количества примеров из практических задач.
Монография. — Белгород: Изд-во БГТУ, 2014. — 108 с. В монографии излагаются методы обработки и распознавания изображений процесса обжига во вращающихся печах. На основе анализа современных систем технического зрения предложен способ решения конкретной задачи по разработке математического и информационного обеспечения системы технического зрения, осуществляющей мониторинг...
Пер. с англ. В. C. Яценкова. – М.: ДМК Пресс, 2023. – 584 с.: ил. Книга представляет собой введение в классическое компьютерное зрение. Автор показывает, как можно разложить на части и решить сложные задачи в этой сфере с помощью всего нескольких простых строк кода. Machine Vision Toolbox for MatLAB — открытое программное обеспечение, которое позволяет читателю легко применять...
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