An Image Processing Tour Of College Mathematics

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An Image Processing Tour Of College Mathematics
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Author : Yevgeniy V. Galperin
language : en
Publisher: CRC Press
Release Date : 2021-02-10
An Image Processing Tour Of College Mathematics written by Yevgeniy V. Galperin and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-10 with Computers categories.
An Image Processing Tour of College Mathematics aims to provide meaningful context for reviewing key topics of the college mathematics curriculum, to help students gain confidence in using concepts and techniques of applied mathematics, to increase student awareness of recent developments in mathematical sciences, and to help students prepare for graduate studies. The topics covered include a library of elementary functions, basic concepts of descriptive statistics, probability distributions of functions of random variables, definitions and concepts behind first- and second-order derivatives, most concepts and techniques of traditional linear algebra courses, an introduction to Fourier analysis, and a variety of discrete wavelet transforms – all of that in the context of digital image processing. Features Pre-calculus material and basic concepts of descriptive statistics are reviewed in the context of image processing in the spatial domain. Key concepts of linear algebra are reviewed both in the context of fundamental operations with digital images and in the more advanced context of discrete wavelet transforms. Some of the key concepts of probability theory are reviewed in the context of image equalization and histogram matching. The convolution operation is introduced painlessly and naturally in the context of naïve filtering for denoising and is subsequently used for edge detection and image restoration. An accessible elementary introduction to Fourier analysis is provided in the context of image restoration. Discrete wavelet transforms are introduced in the context of image compression, and the readers become more aware of some of the recent developments in applied mathematics. This text helps students of mathematics ease their way into mastering the basics of scientific computer programming.
Mathematics Of Digital Images
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Author : S. G. Hoggar
language : en
Publisher: Cambridge University Press
Release Date : 2006-09-14
Mathematics Of Digital Images written by S. G. Hoggar and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-09-14 with Computers categories.
This major revision of the author's popular book still focuses on foundations and proofs, but now exhibits a shift away from Topology to Probability and Information Theory (with Shannon's source and channel encoding theorems) which are used throughout. Three vital areas for the digital revolution are tackled (compression, restoration and recognition), establishing not only what is true, but why, to facilitate education and research. It will remain a valuable book for computer scientists, engineers and applied mathematicians.
Mathematical Methods For Signal And Image Analysis And Representation
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Author : Luc Florack
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-01-13
Mathematical Methods For Signal And Image Analysis And Representation written by Luc Florack and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-01-13 with Mathematics categories.
Mathematical Methods for Signal and Image Analysis and Representation presents the mathematical methodology for generic image analysis tasks. In the context of this book an image may be any m-dimensional empirical signal living on an n-dimensional smooth manifold (typically, but not necessarily, a subset of spacetime). The existing literature on image methodology is rather scattered and often limited to either a deterministic or a statistical point of view. In contrast, this book brings together these seemingly different points of view in order to stress their conceptual relations and formal analogies. Furthermore, it does not focus on specific applications, although some are detailed for the sake of illustration, but on the methodological frameworks on which such applications are built, making it an ideal companion for those seeking a rigorous methodological basis for specific algorithms as well as for those interested in the fundamental methodology per se. Covering many topics at the forefront of current research, including anisotropic diffusion filtering of tensor fields, this book will be of particular interest to graduate and postgraduate students and researchers in the fields of computer vision, medical imaging and visual perception.
Machine Learning In Computer Aided Diagnosis Medical Imaging Intelligence And Analysis
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Author : Suzuki, Kenji
language : en
Publisher: IGI Global
Release Date : 2012-01-31
Machine Learning In Computer Aided Diagnosis Medical Imaging Intelligence And Analysis written by Suzuki, Kenji and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-01-31 with Computers categories.
"This book provides a comprehensive overview of machine learning research and technology in medical decision-making based on medical images"--Provided by publisher.
Scientific And Technical Aerospace Reports
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Author :
language : en
Publisher:
Release Date : 1984
Scientific And Technical Aerospace Reports written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1984 with Aeronautics categories.
Pattern Formation In Biology Vision And Dynamics
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Author : Alessandra Carbone
language : en
Publisher: World Scientific
Release Date : 2000
Pattern Formation In Biology Vision And Dynamics written by Alessandra Carbone and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Science categories.
Half a billion years of evolution have turned the eye into an unbelievable pattern detector. Everything we perceive comes in delightful multicolored forms. Now, in the age of science, we want to comprehend what and why we see. Two dozen outstanding biologists, chemists, physicists, psychologists, computer scientists and mathematicians met at the Institut d'Hautes Etudes Scientifiques in Bures-sur-Yvette, France. They expounded their views on the physical, biological and physiological mechanisms creating the tapestry of patterns we see in molecules, plants, insects, seashells, and even the human brain. This volume comprises surveys of different aspects of pattern formation and recognition, and is aimed at the scientifically minded reader.
Three Dimensional Television
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Author : H.M. Ozaktas
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-11-13
Three Dimensional Television written by H.M. Ozaktas and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-11-13 with Technology & Engineering categories.
Advances in optical technology and computing power are bringing life-like 3DTV closer, with potential applications not only in entertainment, but also in education, scientific research, industry, medicine, and many other areas. 3DTV will require the integration of a diversity of key technologies from computing to graphics, imaging to display, and signal processing to communications. The scope of this book reflects this diversity: different chapters deal with different stages of an end-to-end 3DTV system such as capture, representation, coding, transmission, and display. Both autostereoscopic techniques which eliminate the need for special glasses and allow viewer movement, and holographic approaches which have the potential to provide the truest three-dimensional images, are covered. Some chapters discuss current research trends in 3DTV technology, while others address underlying topics. This book is essential to those with an interest in 3DTV-related research or applications, and also of interest to those who, while not directly working on 3DTV, work in areas which developments in 3DTV may touch, such as multimedia, computer games, virtual reality, medical imaging, and scientific simulation.
Mathematical Methods In Interdisciplinary Sciences
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Author : Snehashish Chakraverty
language : en
Publisher: John Wiley & Sons
Release Date : 2020-07-15
Mathematical Methods In Interdisciplinary Sciences written by Snehashish Chakraverty and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-15 with Mathematics categories.
Brings mathematics to bear on your real-world, scientific problems Mathematical Methods in Interdisciplinary Sciences provides a practical and usable framework for bringing a mathematical approach to modelling real-life scientific and technological problems. The collection of chapters Dr. Snehashish Chakraverty has provided describe in detail how to bring mathematics, statistics, and computational methods to the fore to solve even the most stubborn problems involving the intersection of multiple fields of study. Graduate students, postgraduate students, researchers, and professors will all benefit significantly from the author's clear approach to applied mathematics. The book covers a wide range of interdisciplinary topics in which mathematics can be brought to bear on challenging problems requiring creative solutions. Subjects include: Structural static and vibration problems Heat conduction and diffusion problems Fluid dynamics problems The book also covers topics as diverse as soft computing and machine intelligence. It concludes with examinations of various fields of application, like infectious diseases, autonomous car and monotone inclusion problems.
Aec Research And Development Report
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Author : Atomic Energy Commission
language : en
Publisher:
Release Date :
Aec Research And Development Report written by Atomic Energy Commission and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Research Contracts In The Physical Sciences
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Author : U.S. Atomic Energy Commission. Division of Research
language : en
Publisher:
Release Date : 1971
Research Contracts In The Physical Sciences written by U.S. Atomic Energy Commission. Division of Research and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1971 with Physical science categories.