Quaternion And Octonion Color Image Processing With Matlab

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Practical Quaternion Imaging with MATLAB

Author : Artyom M. Grigoryan
Publisher : SPIE-International Society for Optical Engineering
ISBN 13 : 9781510611351
Total Pages : pages
Book Rating : 4.6/5 (113 download)

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Book Synopsis Practical Quaternion Imaging with MATLAB by : Artyom M. Grigoryan

Download or read book Practical Quaternion Imaging with MATLAB written by Artyom M. Grigoryan and published by SPIE-International Society for Optical Engineering. This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "Color image processing has involved much interest in the recent years. The use of color in image processing is motivated by the facts that 1) the human eyes can discern thousands of colors, and image processing is used both for human interaction and computer interpretation; 2) the color image comprises more information than the gray-level image; 3) the color features are robust to several image processing procedures (for example, to the translation and rotation of the regions of interest); 4) the color features are efficiently used in many vision tasks, including object recognition and tracking, image segmentation and retrieval, image registration etc.; 5) the color is necessary in many real life applications such as visual communications, multimedia systems, fashion and food industries, computer vision, entertainment, consumer electronics, production printing and proofing, digital photography, biometrics, digital artwork reproduction, industrial inspection, and biomedical applications. Finally, the enormous number of color images that constantly are uploaded into Internet require new approaches and challenges of big visual media creation, retrieval, processing, and applications. It also gives us new opportunities to create a number of big visual data-driven applications. Three independent quantities are used to describe any particular color; the human eyes are seen all colors as variable combinations of primary colors of red, green, and blue. Many methods of the modern color image processing are based on dealing out each primary color"--

Quaternion and Octonion Color Image Processing with MATLAB

Author : Artyom M. Grigoryan
Publisher :
ISBN 13 : 9781510611368
Total Pages : 404 pages
Book Rating : 4.6/5 (113 download)

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Book Synopsis Quaternion and Octonion Color Image Processing with MATLAB by : Artyom M. Grigoryan

Download or read book Quaternion and Octonion Color Image Processing with MATLAB written by Artyom M. Grigoryan and published by . This book was released on 2018 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Color image processing has involved much interest in the recent years. The use of color in image processing is motivated by the facts that 1) the human eyes can discern thousands of colors, and image processing is used both for human interaction and computer interpretation; 2) the color image comprises more information than the gray-level image; 3) the color features are robust to several image processing procedures (for example, to the translation and rotation of the regions of interest); 4) the color features are efficiently used in many vision tasks, including object recognition and tracking, image segmentation and retrieval, image registration etc.; 5) the color is necessary in many real life applications such as visual communications, multimedia systems, fashion and food industries, computer vision, entertainment, consumer electronics, production printing and proofing, digital photography, biometrics, digital artwork reproduction, industrial inspection, and biomedical applications. Finally, the enormous number of color images that constantly are uploaded into Internet require new approaches and challenges of big visual media creation, retrieval, processing, and applications. It also gives us new opportunities to create a number of big visual data-driven applications. Three independent quantities are used to describe any particular color; the human eyes are seen all colors as variable combinations of primary colors of red, green, and blue. Many methods of the modern color image processing are based on dealing out each primary color"--

Quaternion and Octonion Color Image Processing with MATLAB

Author : Artyom M. Grigoryan
Publisher :
ISBN 13 : 9781510611375
Total Pages : 391 pages
Book Rating : 4.6/5 (113 download)

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Book Synopsis Quaternion and Octonion Color Image Processing with MATLAB by : Artyom M. Grigoryan

Download or read book Quaternion and Octonion Color Image Processing with MATLAB written by Artyom M. Grigoryan and published by . This book was released on 2018 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Color image processing has involved much interest in the recent years. The use of color in image processing is motivated by the facts that 1) the human eyes can discern thousands of colors, and image processing is used both for human interaction and computer interpretation; 2) the color image comprises more information than the gray-level image; 3) the color features are robust to several image processing procedures (for example, to the translation and rotation of the regions of interest); 4) the color features are efficiently used in many vision tasks, including object recognition and tracking, image segmentation and retrieval, image registration etc.; 5) the color is necessary in many real life applications such as visual communications, multimedia systems, fashion and food industries, computer vision, entertainment, consumer electronics, production printing and proofing, digital photography, biometrics, digital artwork reproduction, industrial inspection, and biomedical applications. Finally, the enormous number of color images that constantly are uploaded into Internet require new approaches and challenges of big visual media creation, retrieval, processing, and applications. It also gives us new opportunities to create a number of big visual data-driven applications. Three independent quantities are used to describe any particular color; the human eyes are seen all colors as variable combinations of primary colors of red, green, and blue. Many methods of the modern color image processing are based on dealing out each primary color"--

Quaternionic Integral Transforms

Author : Eckhard Hitzer
Publisher : Springer Nature
ISBN 13 : 3031283759
Total Pages : 187 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Quaternionic Integral Transforms by : Eckhard Hitzer

Download or read book Quaternionic Integral Transforms written by Eckhard Hitzer and published by Springer Nature. This book was released on 2023-09-09 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a machine-generated literature overview of quaternion integral transforms from select papers published by Springer Nature, which have been organized and introduced by the book’s editor. Each chapter presents summaries of predefined themes and provides the reader with a basis for further exploration of the topic. As one of the experimental projects initiated by Springer Nature for AI book content generation, this book shows the latest developments in the field. It will be a useful reference for students and researchers who are interested in exploring the latest developments in quaternion integral transforms.

Proceedings of ELM2019

Author : Jiuwen Cao
Publisher : Springer Nature
ISBN 13 : 3030589897
Total Pages : 189 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Proceedings of ELM2019 by : Jiuwen Cao

Download or read book Proceedings of ELM2019 written by Jiuwen Cao and published by Springer Nature. This book was released on 2020-09-11 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains some selected papers from the International Conference on Extreme Learning Machine 2019, which was held in Yangzhou, China, December 14–16, 2019. Extreme Learning Machines (ELMs) aim to enable pervasive learning and pervasive intelligence. As advocated by ELM theories, it is exciting to see the convergence of machine learning and biological learning from the long-term point of view. ELM may be one of the fundamental ‘learning particles’ filling the gaps between machine learning and biological learning (of which activation functions are even unknown). ELM represents a suite of (machine and biological) learning techniques in which hidden neurons need not be tuned: inherited from their ancestors or randomly generated. ELM learning theories show that effective learning algorithms can be derived based on randomly generated hidden neurons (biological neurons, artificial neurons, wavelets, Fourier series, etc) as long as they are nonlinear piecewise continuous, independent of training data and application environments. Increasingly, evidence from neuroscience suggests that similar principles apply in biological learning systems. ELM theories and algorithms argue that “random hidden neurons” capture an essential aspect of biological learning mechanisms as well as the intuitive sense that the efficiency of biological learning need not rely on computing power of neurons. ELM theories thus hint at possible reasons why the brain is more intelligent and effective than current computers. The main theme of ELM2019 is Hierarchical ELM, AI for IoT, Synergy of Machine Learning and Biological Learning. This conference provides a forum for academics, researchers and engineers to share and exchange R&D experience on both theoretical studies and practical applications of the ELM technique and brain learning. This book covers theories, algorithms and applications of ELM. It gives readers a glance of the most recent advances of ELM.

Intelligence of Things: Technologies and Applications

Author : Nhu-Ngoc Dao
Publisher : Springer Nature
ISBN 13 : 3031465733
Total Pages : 452 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Intelligence of Things: Technologies and Applications by : Nhu-Ngoc Dao

Download or read book Intelligence of Things: Technologies and Applications written by Nhu-Ngoc Dao and published by Springer Nature. This book was released on 2023-11-20 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to provide state-of-the-art knowledge in the field of Intelligence of Things to both academic and industrial readers. In particular, undergraduate, graduate, and researchers may find valuable information to drive their future research. This book is considered a reference for numerous courses such as Artificial Intelligence, Internet of Things, Intelligent Systems, and Mobile Networks. In the industrial area, this book provides information on recent studies in applying AI to IoT developments, which help to align and shorten R&D processes to introduce new classes of intelligent IoT products. This book provides a technical reference for interdisciplinary studies which utilize machine learning and IoT as tools in their fields such as constructional management, smart agriculture, Earth sciences and geo-spatial analysis, intelligent business, and digital transformation in education.

Progress in Industrial Mathematics at ECMI 2018

Author : István Faragó
Publisher : Springer Nature
ISBN 13 : 3030275507
Total Pages : 605 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Progress in Industrial Mathematics at ECMI 2018 by : István Faragó

Download or read book Progress in Industrial Mathematics at ECMI 2018 written by István Faragó and published by Springer Nature. This book was released on 2019-11-22 with total page 605 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores mathematics in a wide variety of applications, ranging from problems in electronics, energy and the environment, to mechanics and mechatronics. The book gathers 81 contributions submitted to the 20th European Conference on Mathematics for Industry, ECMI 2018, which was held in Budapest, Hungary in June 2018. The application areas include: Applied Physics, Biology and Medicine, Cybersecurity, Data Science, Economics, Finance and Insurance, Energy, Production Systems, Social Challenges, and Vehicles and Transportation. In turn, the mathematical technologies discussed include: Combinatorial Optimization, Cooperative Games, Delay Differential Equations, Finite Elements, Hamilton-Jacobi Equations, Impulsive Control, Information Theory and Statistics, Inverse Problems, Machine Learning, Point Processes, Reaction-Diffusion Equations, Risk Processes, Scheduling Theory, Semidefinite Programming, Stochastic Approximation, Spatial Processes, System Identification, and Wavelets. The goal of the European Consortium for Mathematics in Industry (ECMI) conference series is to promote interaction between academia and industry, leading to innovations in both fields. These events have attracted leading experts from business, science and academia, and have promoted the application of novel mathematical technologies to industry. They have also encouraged industrial sectors to share challenging problems where mathematicians can provide fresh insights and perspectives. Lastly, the ECMI conferences are one of the main forums in which significant advances in industrial mathematics are presented, bringing together prominent figures from business, science and academia to promote the use of innovative mathematics in industry.

Color Image Processing Techniques Using Quaternion Fourier Transforms

Author : B. D. Venkatramana Reddy
Publisher : LAP Lambert Academic Publishing
ISBN 13 : 9783659355172
Total Pages : 132 pages
Book Rating : 4.3/5 (551 download)

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Book Synopsis Color Image Processing Techniques Using Quaternion Fourier Transforms by : B. D. Venkatramana Reddy

Download or read book Color Image Processing Techniques Using Quaternion Fourier Transforms written by B. D. Venkatramana Reddy and published by LAP Lambert Academic Publishing. This book was released on 2013 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: Color Image Processing Techniques using Quaternion Fourier Transforms is an ideal book for researchers in the area of color image processing. This book uses plain and simple English to explain the applications of Quaternion Fourier Transforms(QFT) for color image processing. The chapters cover the use of QFT for color image processing applications such as frequency domain filtering, color image registration, color texture segmentation, color image denoising and watermarking.

Recent Advances in Artificial Neural Networks and Embedded Systems for Multi-Source Image Fusion

Author : Xin Jin
Publisher : Frontiers Media SA
ISBN 13 : 2889769453
Total Pages : 179 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Recent Advances in Artificial Neural Networks and Embedded Systems for Multi-Source Image Fusion by : Xin Jin

Download or read book Recent Advances in Artificial Neural Networks and Embedded Systems for Multi-Source Image Fusion written by Xin Jin and published by Frontiers Media SA. This book was released on 2022-09-13 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advanced Color Image Processing and Analysis

Author : Christine Fernandez-Maloigne
Publisher : Springer Science & Business Media
ISBN 13 : 1441961909
Total Pages : 514 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Advanced Color Image Processing and Analysis by : Christine Fernandez-Maloigne

Download or read book Advanced Color Image Processing and Analysis written by Christine Fernandez-Maloigne and published by Springer Science & Business Media. This book was released on 2012-07-11 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume does much more than survey modern advanced color processing. Starting with a historical perspective on ways we have classified color, it sets out the latest numerical techniques for analyzing and processing colors, the leading edge in our search to accurately record and print what we see. The human eye perceives only a fraction of available light wavelengths, yet we live in a multicolor world of myriad shining hues. Colors rich in metaphorical associations make us “purple with rage” or “green with envy” and cause us to “see red.” Defining colors has been the work of centuries, culminating in today’s complex mathematical coding that nonetheless remains a work in progress: only recently have we possessed the computing capacity to process the algebraic matrices that reproduce color more accurately. With chapters on dihedral color and image spectrometers, this book provides technicians and researchers with the knowledge they need to grasp the intricacies of today’s color imaging.

Color Image Processing Algorithms by Applying Quaternions and Reduced Biquaternions Algebra

Author : 蕭毓哲
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (972 download)

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Book Synopsis Color Image Processing Algorithms by Applying Quaternions and Reduced Biquaternions Algebra by : 蕭毓哲

Download or read book Color Image Processing Algorithms by Applying Quaternions and Reduced Biquaternions Algebra written by 蕭毓哲 and published by . This book was released on 2016 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Geometric Algebra Applications Vol. I

Author : Eduardo Bayro-Corrochano
Publisher : Springer
ISBN 13 : 3319748300
Total Pages : 753 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Geometric Algebra Applications Vol. I by : Eduardo Bayro-Corrochano

Download or read book Geometric Algebra Applications Vol. I written by Eduardo Bayro-Corrochano and published by Springer. This book was released on 2018-06-20 with total page 753 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of the Volume I Geometric Algebra for Computer Vision, Graphics and Neural Computing is to present a unified mathematical treatment of diverse problems in the general domain of artificial intelligence and associated fields using Clifford, or geometric, algebra. Geometric algebra provides a rich and general mathematical framework for Geometric Cybernetics in order to develop solutions, concepts and computer algorithms without losing geometric insight of the problem in question. Current mathematical subjects can be treated in an unified manner without abandoning the mathematical system of geometric algebra for instance: multilinear algebra, projective and affine geometry, calculus on manifolds, Riemann geometry, the representation of Lie algebras and Lie groups using bivector algebras and conformal geometry. By treating a wide spectrum of problems in a common language, this Volume I offers both new insights and new solutions that should be useful to scientists, and engineers working in different areas related with the development and building of intelligent machines. Each chapter is written in accessible terms accompanied by numerous examples, figures and a complementary appendix on Clifford algebras, all to clarify the theory and the crucial aspects of the application of geometric algebra to problems in graphics engineering, image processing, pattern recognition, computer vision, machine learning, neural computing and cognitive systems.

Clifford Algebras with Numeric and Symbolic Computations

Author : Rafal Ablamowicz
Publisher : Springer Science & Business Media
ISBN 13 : 1461581575
Total Pages : 328 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Clifford Algebras with Numeric and Symbolic Computations by : Rafal Ablamowicz

Download or read book Clifford Algebras with Numeric and Symbolic Computations written by Rafal Ablamowicz and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited survey book consists of 20 chapters showing application of Clifford algebra in quantum mechanics, field theory, spinor calculations, projective geometry, Hypercomplex algebra, function theory and crystallography. Many examples of computations performed with a variety of readily available software programs are presented in detail.

Modeling of Curves and Surfaces with MATLAB®

Author : Vladimir Rovenski
Publisher : Springer Science & Business Media
ISBN 13 : 0387712771
Total Pages : 463 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Modeling of Curves and Surfaces with MATLAB® by : Vladimir Rovenski

Download or read book Modeling of Curves and Surfaces with MATLAB® written by Vladimir Rovenski and published by Springer Science & Business Media. This book was released on 2010-06-10 with total page 463 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text on geometry is devoted to various central geometrical topics including: graphs of functions, transformations, (non-)Euclidean geometries, curves and surfaces as well as their applications in a variety of disciplines. This book presents elementary methods for analytical modeling and demonstrates the potential for symbolic computational tools to support the development of analytical solutions. The author systematically examines several powerful tools of MATLAB® including 2D and 3D animation of geometric images with shadows and colors and transformations using matrices. With over 150 stimulating exercises and problems, this text integrates traditional differential and non-Euclidean geometries with more current computer systems in a practical and user-friendly format. This text is an excellent classroom resource or self-study reference for undergraduate students in a variety of disciplines.

Complex and Hypercomplex Analytic Signals

Author : Stefan L. Hahn
Publisher : Artech House
ISBN 13 : 1630814385
Total Pages : 307 pages
Book Rating : 4.6/5 (38 download)

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Book Synopsis Complex and Hypercomplex Analytic Signals by : Stefan L. Hahn

Download or read book Complex and Hypercomplex Analytic Signals written by Stefan L. Hahn and published by Artech House. This book was released on 2016-12 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on the bestselling Artech House classic title, Hilbert Transforms Signal Processing, this comprehensive new resource introduces complex and hypercomplex analytic signals and their applications. Professionals find in-depth explanations of the theory of multidimensional complex and hypercomplex signals illustrated with numerous examples and followed by practical applications. The survey of chosen hypercomplex algebras and the orthants of the n-dimensional Cartesian space and single-orthant operators are explored. This book also covers topics including, the polar representation of analytic signals, quasi-analytic signals, the space-frequency of n-D complex and hypercomplex signals as well as the causality of signals.

Digital Watermarking for Digital Media

Author : Juergen Seitz
Publisher : IGI Global
ISBN 13 : 1591405203
Total Pages : 262 pages
Book Rating : 4.5/5 (914 download)

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Book Synopsis Digital Watermarking for Digital Media by : Juergen Seitz

Download or read book Digital Watermarking for Digital Media written by Juergen Seitz and published by IGI Global. This book was released on 2005-01-01 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The book discusses new aspects of digital watermarking in a worldwide context"--Provided by publisher.

Systems, Patterns and Data Engineering with Geometric Calculi

Author : Sebastià Xambó-Descamps
Publisher : Springer Nature
ISBN 13 : 3030744868
Total Pages : 179 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Systems, Patterns and Data Engineering with Geometric Calculi by : Sebastià Xambó-Descamps

Download or read book Systems, Patterns and Data Engineering with Geometric Calculi written by Sebastià Xambó-Descamps and published by Springer Nature. This book was released on 2021-07-16 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: The intention of this collection agrees with the purposes of the homonymous mini-symposium (MS) at ICIAM-2019, which were to overview the essentials of geometric calculus (GC) formalism, to report on state-of-the-art applications showcasing its advantages and to explore the bearing of GC in novel approaches to deep learning. The first three contributions, which correspond to lectures at the MS, offer perspectives on recent advances in the application GC in the areas of robotics, molecular geometry, and medical imaging. The next three, especially invited, hone the expressiveness of GC in orientation measurements under different metrics, the treatment of contact elements, and the investigation of efficient computational methodologies. The last two, which also correspond to lectures at the MS, deal with two aspects of deep learning: a presentation of a concrete quaternionic convolutional neural network layer for image classification that features contrast invariance and a general overview of automatic learning aimed at steering the development of neural networks whose units process elements of a suitable algebra, such as a geometric algebra. The book fits, broadly speaking, within the realm of mathematical engineering, and consequently, it is intended for a wide spectrum of research profiles. In particular, it should bring inspiration and guidance to those looking for materials and problems that bridge GC with applications of great current interest, including the auspicious field of GC-based deep neural networks.