Data-driven Models in Inverse Problems

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Author :
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3111251233
Total Pages : 508 pages
Book Rating : 4.1/5 (112 download)

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Book Synopsis Data-driven Models in Inverse Problems by : Tatiana A. Bubba

Download or read book Data-driven Models in Inverse Problems written by Tatiana A. Bubba and published by Walter de Gruyter GmbH & Co KG. This book was released on 2024-11-18 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in learning-based methods are revolutionizing several fields in applied mathematics, including inverse problems, resulting in a major paradigm shift towards data-driven approaches. This volume, which is inspired by this cutting-edge area of research, brings together contributors from the inverse problem community and shows how to successfully combine model- and data-driven approaches to gain insight into practical and theoretical issues.

Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging

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Author :
Publisher : Springer Nature
ISBN 13 : 3030986616
Total Pages : 1981 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging by : Ke Chen

Download or read book Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging written by Ke Chen and published by Springer Nature. This book was released on 2023-02-24 with total page 1981 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook gathers together the state of the art on mathematical models and algorithms for imaging and vision. Its emphasis lies on rigorous mathematical methods, which represent the optimal solutions to a class of imaging and vision problems, and on effective algorithms, which are necessary for the methods to be translated to practical use in various applications. Viewing discrete images as data sampled from functional surfaces enables the use of advanced tools from calculus, functions and calculus of variations, and nonlinear optimization, and provides the basis of high-resolution imaging through geometry and variational models. Besides, optimization naturally connects traditional model-driven approaches to the emerging data-driven approaches of machine and deep learning. No other framework can provide comparable accuracy and precision to imaging and vision. Written by leading researchers in imaging and vision, the chapters in this handbook all start with gentle introductions, which make this work accessible to graduate students. For newcomers to the field, the book provides a comprehensive and fast-track introduction to the content, to save time and get on with tackling new and emerging challenges. For researchers, exposure to the state of the art of research works leads to an overall view of the entire field so as to guide new research directions and avoid pitfalls in moving the field forward and looking into the next decades of imaging and information services. This work can greatly benefit graduate students, researchers, and practitioners in imaging and vision; applied mathematicians; medical imagers; engineers; and computer scientists.

Computational Methods for Electromagnetic Inverse Scattering

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119311985
Total Pages : 325 pages
Book Rating : 4.1/5 (193 download)

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Book Synopsis Computational Methods for Electromagnetic Inverse Scattering by : Xudong Chen

Download or read book Computational Methods for Electromagnetic Inverse Scattering written by Xudong Chen and published by John Wiley & Sons. This book was released on 2018-07-18 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive and updated overview of the theory, algorithms and applications of for electromagnetic inverse scattering problems Offers the recent and most important advances in inverse scattering grounded in fundamental theory, algorithms and practical engineering applications Covers the latest, most relevant inverse scattering techniques like signal subspace methods, time reversal, linear sampling, qualitative methods, compressive sensing, and noniterative methods Emphasizes theory, mathematical derivation and physical insights of various inverse scattering problems Written by a leading expert in the field

Sub-Terahertz Sensing Technology for Biomedical Applications

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Publisher : Springer Nature
ISBN 13 : 9811931402
Total Pages : 289 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Sub-Terahertz Sensing Technology for Biomedical Applications by : Shiban Kishen Koul

Download or read book Sub-Terahertz Sensing Technology for Biomedical Applications written by Shiban Kishen Koul and published by Springer Nature. This book was released on 2022-08-20 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers the readers an opportunity to acquire the concepts of artificial intelligence (AI) enabled sub-THz systems for novel applications in the biomedical field. The readers will also be inspired to contextualize these applications for solving real life problems such as non-invasive glucose monitoring systems, cancer detection and dental imaging. The introductory section of this book focuses on existing technologies for radio frequency and infrared sensing in biomedical applications, and their limited use in sensing applications, as well as the advantages of using THz technology in this context. This is followed by a detailed comparative analysis of THz electronics technology and other conventional electro optic THz setups highlighting the superior efficiency, affordability and portability of electronics-based THz systems. The book also discusses electronic sub-THz measurement systems for different biomedical applications. The chapters elucidate two major applications where sub-THz provides an edge over existing state of the art techniques used for non-invasive measurement of blood glucose levels and intraoperative assessment of tumor margins. There is a detailed articulation of an application of leveraging machine learning for measurement systems for non-invasive glucose concentration measurement. This helps the reader relate to the output in a more user-friendly format and understand the possible use cases in a more lucid manner. The book is intended to help the reader learn how to build tissue phantoms and characterize them at sub-THz frequencies in order to test the measurement systems. Towards the end of the book, a brief introduction to system automation for biomedical imaging is provided as well for quick analysis of the data. The book will empower the reader to understand and appreciate the immense possibilities of using electronic THz systems in the biomedical field, creating gateways for fueling further research in this area.​

LED-Based Photoacoustic Imaging

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Author :
Publisher : Springer Nature
ISBN 13 : 9811539847
Total Pages : 393 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis LED-Based Photoacoustic Imaging by : Mithun Kuniyil Ajith Singh

Download or read book LED-Based Photoacoustic Imaging written by Mithun Kuniyil Ajith Singh and published by Springer Nature. This book was released on 2020-04-07 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the use of LEDs in biomedical photoacoustic imaging. In chapters written by key opinion leaders in the field, it covers a broad range of topics, including fundamentals, principles, instrumentation, image reconstruction and data/image processing methods, preclinical and clinical applications of LED-based photoacoustic imaging. Apart from preclinical imaging studies and early clinical pilot studies using LED-based photoacoustics, the book includes a chapter exploring the opportunities and challenges of clinical translation from an industry perspective. Given its scope, the book will appeal to scientists and engineers in academia and industry, as well as medical experts interested in the clinical applications of photoacoustic imaging.

Photoacoustic Tomography

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Author :
Publisher : CRC PressI Llc
ISBN 13 : 9781439882245
Total Pages : 400 pages
Book Rating : 4.8/5 (822 download)

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Book Synopsis Photoacoustic Tomography by : Minghua Xu

Download or read book Photoacoustic Tomography written by Minghua Xu and published by CRC PressI Llc. This book was released on 2014-09-30 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Mathematical Modeling in Biomedical Imaging II

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Author :
Publisher : Springer
ISBN 13 : 3642229905
Total Pages : 170 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Mathematical Modeling in Biomedical Imaging II by : Habib Ammari

Download or read book Mathematical Modeling in Biomedical Imaging II written by Habib Ammari and published by Springer. This book was released on 2011-09-15 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume reports on recent mathematical and computational advances in optical, ultrasound, and opto-acoustic tomographies. It outlines the state-of-the-art and future directions in these fields and provides readers with the most recently developed mathematical and computational tools. It is particularly suitable for researchers and graduate students in applied mathematics and biomedical engineering.

Handbook of Mathematical Methods in Imaging

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 0387929193
Total Pages : 1626 pages
Book Rating : 4.3/5 (879 download)

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Book Synopsis Handbook of Mathematical Methods in Imaging by : Otmar Scherzer

Download or read book Handbook of Mathematical Methods in Imaging written by Otmar Scherzer and published by Springer Science & Business Media. This book was released on 2010-11-23 with total page 1626 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Mathematical Methods in Imaging provides a comprehensive treatment of the mathematical techniques used in imaging science. The material is grouped into two central themes, namely, Inverse Problems (Algorithmic Reconstruction) and Signal and Image Processing. Each section within the themes covers applications (modeling), mathematics, numerical methods (using a case example) and open questions. Written by experts in the area, the presentation is mathematically rigorous. The entries are cross-referenced for easy navigation through connected topics. Available in both print and electronic forms, the handbook is enhanced by more than 150 illustrations and an extended bibliography. It will benefit students, scientists and researchers in applied mathematics. Engineers and computer scientists working in imaging will also find this handbook useful.

Modeling, Simulation and Optimization of Complex Processes HPSC 2018

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Author :
Publisher : Springer Nature
ISBN 13 : 3030552403
Total Pages : 402 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Modeling, Simulation and Optimization of Complex Processes HPSC 2018 by : Hans Georg Bock

Download or read book Modeling, Simulation and Optimization of Complex Processes HPSC 2018 written by Hans Georg Bock and published by Springer Nature. This book was released on 2020-12-01 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings volume highlights a selection of papers presented at the 7th International Conference on High Performance Scientific Computing, which took place in Hanoi, Vietnam, during March 19-23, 2018. The conference has been organized by the Institute of Mathematics of the Vietnam Academy of Science and Technology, the Interdisciplinary Center for Scientific Computing (IWR) of Heidelberg University and the Vietnam Institute for Advanced Study in Mathematics. The contributions cover a broad, interdisciplinary spectrum of scientific computing and showcase recent advances in theory, methods, and practical applications. Subjects covered include numerical simulation, methods for optimization and control, machine learning, parallel computing and software development, as well as the applications of scientific computing in mechanical engineering, airspace engineering, environmental physics, decision making, hydrogeology, material science and electric circuits.

Photoacoustic Imaging and Spectroscopy

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Author :
Publisher : CRC Press
ISBN 13 : 1420059920
Total Pages : 518 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Photoacoustic Imaging and Spectroscopy by : Lihong V. Wang

Download or read book Photoacoustic Imaging and Spectroscopy written by Lihong V. Wang and published by CRC Press. This book was released on 2017-12-19 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: Photoacoustics promises to revolutionize medical imaging and may well make as dramatic a contribution to modern medicine as the discovery of the x-ray itself once did. Combining electromagnetic and ultrasonic waves synergistically, photoacoustics can provide deep speckle-free imaging with high electromagnetic contrast at high ultrasonic resolution and without any health risk. While photoacoustic imaging is probably the fastest growing biomedical imaging technology, this book is the first comprehensive volume in this emerging field covering both the physics and the remarkable noninvasive applications that are changing diagnostic medicine. Bringing together the leading pioneers in this field to write about their own work, Photoacoustic Imaging and Spectroscopy is the first to provide a full account of the latest research and developing applications in the area of biomedical photoacoustics. Photoacoustics can provide functional sensing of physiological parameters such as the oxygen saturation of hemoglobin. It can also provide high-contrast functional imaging of angiogenesis and hypermetabolism in tumors in vivo. Discussing these remarkable noninvasive applications and so much more, this reference is essential reading for all researchers in medical imaging and those clinicians working at the cutting-edge of modern biotechnology to develop diagnostic techniques that can save many lives and just as importantly do no harm.

Mixed Finite Element Methods and Applications

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Publisher : Springer Science & Business Media
ISBN 13 : 3642365191
Total Pages : 692 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Mixed Finite Element Methods and Applications by : Daniele Boffi

Download or read book Mixed Finite Element Methods and Applications written by Daniele Boffi and published by Springer Science & Business Media. This book was released on 2013-07-02 with total page 692 pages. Available in PDF, EPUB and Kindle. Book excerpt: Non-standard finite element methods, in particular mixed methods, are central to many applications. In this text the authors, Boffi, Brezzi and Fortin present a general framework, starting with a finite dimensional presentation, then moving on to formulation in Hilbert spaces and finally considering approximations, including stabilized methods and eigenvalue problems. This book also provides an introduction to standard finite element approximations, followed by the construction of elements for the approximation of mixed formulations in H(div) and H(curl). The general theory is applied to some classical examples: Dirichlet's problem, Stokes' problem, plate problems, elasticity and electromagnetism.

The British Chess Magazine; Volume 16

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Publisher : Legare Street Press
ISBN 13 : 9781016407649
Total Pages : 0 pages
Book Rating : 4.4/5 (76 download)

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Book Synopsis The British Chess Magazine; Volume 16 by : Anonymous

Download or read book The British Chess Magazine; Volume 16 written by Anonymous and published by Legare Street Press. This book was released on 2022-10-27 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work is in the "public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.

Numerical Methods for Least Squares Problems

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Publisher : SIAM
ISBN 13 : 9781611971484
Total Pages : 425 pages
Book Rating : 4.9/5 (714 download)

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Book Synopsis Numerical Methods for Least Squares Problems by : Ake Bjorck

Download or read book Numerical Methods for Least Squares Problems written by Ake Bjorck and published by SIAM. This book was released on 1996-01-01 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: The method of least squares was discovered by Gauss in 1795. It has since become the principal tool to reduce the influence of errors when fitting models to given observations. Today, applications of least squares arise in a great number of scientific areas, such as statistics, geodetics, signal processing, and control. In the last 20 years there has been a great increase in the capacity for automatic data capturing and computing. Least squares problems of large size are now routinely solved. Tremendous progress has been made in numerical methods for least squares problems, in particular for generalized and modified least squares problems and direct and iterative methods for sparse problems. Until now there has not been a monograph that covers the full spectrum of relevant problems and methods in least squares. This volume gives an in-depth treatment of topics such as methods for sparse least squares problems, iterative methods, modified least squares, weighted problems, and constrained and regularized problems. The more than 800 references provide a comprehensive survey of the available literature on the subject.

Magnetic Particle Imaging

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Publisher : Springer Science & Business Media
ISBN 13 : 364204199X
Total Pages : 211 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Magnetic Particle Imaging by : Tobias Knopp

Download or read book Magnetic Particle Imaging written by Tobias Knopp and published by Springer Science & Business Media. This book was released on 2012-05-04 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides a comprehensive overview of recent developments in magnetic particle imaging (MPI), a novel imaging modality. Using various static and oscillating magnetic fields, and tracer materials made from iron oxide nanoparticles, MPI can perform background-free measurements of the particles’ local concentration. The method exploits the nonlinear remagnetization behavior of the particles and has the potential to surpass current methods for the detection of iron oxide in terms of sensitivity and spatiotemporal resolution. Starting from an introduction to the technology, the topics addressed include setting up an imaging device, assessment of image quality, development of new MPI tracer materials, and the first preclinical results. This is the first book to be published on magnetic particle imaging, and it will be an invaluable source of information for everyone with an interest in this exciting new modality.

The Textbook of Nanoneuroscience and Nanoneurosurgery

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Author :
Publisher : CRC Press
ISBN 13 : 1439849420
Total Pages : 585 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis The Textbook of Nanoneuroscience and Nanoneurosurgery by : Babak Kateb

Download or read book The Textbook of Nanoneuroscience and Nanoneurosurgery written by Babak Kateb and published by CRC Press. This book was released on 2013-07-25 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nanoneuroscience, nanoneurosurgery, and nanobioelectronics have the potential to revolutionize medicine and improve the prevention, diagnosis, and treatment of neurological disorders over the next 10-20 years. The Textbook of Nanoneuroscience and Nanoneurosurgery presents a state-of-the-art review of the field, providing current information about n

Biomedical Photoacoustic Imaging

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Author :
Publisher : Wiley
ISBN 13 : 9781118032060
Total Pages : 600 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Biomedical Photoacoustic Imaging by : Paul Beard

Download or read book Biomedical Photoacoustic Imaging written by Paul Beard and published by Wiley. This book was released on 2015-08-03 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the theory, implementation, and biomedical applications of photoacoustic imaging. It describes photoacoustic signal generation and image reconstruction theory in depth, as well as many potential applications in oncology, neurology, and cardiology in both clinical diagnosis and basic research. This text offers material useful to supplement existing reading lists for courses on medical ultrasound imaging and medical imaging in general, as well as courses used to train radiographers and clinical radiologists.

Handbook of Laser Technology and Applications

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Author :
Publisher : CRC Press
ISBN 13 : 100029692X
Total Pages : 495 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Handbook of Laser Technology and Applications by : Chunlei Guo

Download or read book Handbook of Laser Technology and Applications written by Chunlei Guo and published by CRC Press. This book was released on 2021-06-23 with total page 495 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive handbook gives a fully updated guide to lasers and laser technologies, including the complete range of their technical applications. This forth volume covers laser applications in the medical, metrology and communications fields. Key Features: • Offers a complete update of the original, bestselling work, including many brand-new chapters. • Deepens the introduction to fundamentals, from laser design and fabrication to host matrices for solid-state lasers, energy level diagrams, hosting materials, dopant energy levels, and lasers based on nonlinear effects. • Covers new laser types, including quantum cascade lasers, silicon-based lasers, titanium sapphire lasers, terahertz lasers, bismuth-doped fiber lasers, and diode-pumped alkali lasers. • Discusses the latest applications, e.g., lasers in microscopy, high-speed imaging, attosecond metrology, 3D printing, optical atomic clocks, time-resolved spectroscopy, polarization and profile measurements, pulse measurements, and laser-induced fluorescence detection. • Adds new sections on laser materials processing, laser spectroscopy, lasers in imaging, lasers in environmental sciences, and lasers in communications. This handbook is the ideal companion for scientists, engineers, and students working with lasers, including those in optics, electrical engineering, physics, chemistry, biomedicine, and other relevant areas.