Parametric and Nonparametric Techniques in Medical Image De noising and Restoration

Parametric and Nonparametric Techniques in Medical Image De noising and Restoration
Author: Amira S. Ashour,Nilanjan Dey
Publsiher: Academic Press
Total Pages: 160
Release: 2022-09-15
ISBN: 9780323898188
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Parametric and Nonparametric Techniques in Medical Image De noising and Restoration Book Excerpt:

Despite advancements in medical imaging modalities, build-up of noise and distortion is still an issue faced by users of medical imaging technology. Consequently, de-noising procedures are developed to preserve the quality of the textured image by removing the noise encountered. Parametric and Nonparametric Techniques in Medical Image De-noising and Restoration explores the different medical image de-noising techniques for medical image quality enhancement. It introduces soft computing and optimization techniques and reports on the challenges of medical image denoising, also highlighting artifacts and noise sources in different imaging modalities and discussing performance evaluation metrics. This is a key reference for anyone involved in medical imaging who is looking to learn about both the parametric and non-parametric approaches available and apply them to their own work and research. Explores the types of denoising and restoration with different noise sources of each medical modality Emphasizes the different approaches of denoising and restoration, including parametric and nonparametric techniques Provides applied examples of medical image denoising

Patch Based Techniques in Medical Imaging

Patch Based Techniques in Medical Imaging
Author: Guorong Wu,Pierrick Coupé,Yiqiang Zhan,Brent Munsell,Daniel Rueckert
Publsiher: Springer
Total Pages: 216
Release: 2016-01-07
ISBN: 3319281941
Category: Computers
Language: EN, FR, DE, ES & NL

Patch Based Techniques in Medical Imaging Book Excerpt:

This book constitutes the thoroughly refereed post-workshop proceedings of the First International Workshop on Patch-based Techniques in Medical Images, Patch-MI 2015, which was held in conjunction with MICCAI 2015, in Munich, Germany, in October 2015. The 25 full papers presented in this volume were carefully reviewed and selected from 35 submissions. The topics covered are such as image segmentation of anatomical structures or lesions; image enhancement; computer-aided prognostic and diagnostic; multi-modality fusion; mono and multi modal image synthesis; image retrieval; dynamic, functional physiologic and anatomic imaging; super-pixel/voxel in medical image analysis; sparse dictionary learning and sparse coding; analysis of 2D, 2D+t, 3D, 3D+t, 4D, and 4D+t data.

Big Data in Multimodal Medical Imaging

Big Data in Multimodal Medical Imaging
Author: Ayman El-Baz,Jasjit S. Suri
Publsiher: CRC Press
Total Pages: 341
Release: 2019-11-06
ISBN: 1351380729
Category: Computers
Language: EN, FR, DE, ES & NL

Big Data in Multimodal Medical Imaging Book Excerpt:

There is an urgent need to develop and integrate new statistical, mathematical, visualization, and computational models with the ability to analyze Big Data in order to retrieve useful information to aid clinicians in accurately diagnosing and treating patients. The main focus of this book is to review and summarize state-of-the-art big data and deep learning approaches to analyze and integrate multiple data types for the creation of a decision matrix to aid clinicians in the early diagnosis and identification of high risk patients for human diseases and disorders. Leading researchers will contribute original research book chapters analyzing efforts to solve these important problems.

Topics in Nonparametric Statistics

Topics in Nonparametric Statistics
Author: Michael G. Akritas,S. N. Lahiri,Dimitris N. Politis
Publsiher: Springer
Total Pages: 367
Release: 2014-12-02
ISBN: 1493905694
Category: Mathematics
Language: EN, FR, DE, ES & NL

Topics in Nonparametric Statistics Book Excerpt:

This volume is composed of peer-reviewed papers that have developed from the First Conference of the International Society for Non Parametric Statistics (ISNPS). This inaugural conference took place in Chalkidiki, Greece, June 15-19, 2012. It was organized with the co-sponsorship of the IMS, the ISI and other organizations. M.G. Akritas, S.N. Lahiri and D.N. Politis are the first executive committee members of ISNPS and the editors of this volume. ISNPS has a distinguished Advisory Committee that includes Professors R.Beran, P.Bickel, R. Carroll, D. Cook, P. Hall, R. Johnson, B. Lindsay, E. Parzen, P. Robinson, M. Rosenblatt, G. Roussas, T. SubbaRao and G. Wahba. The Charting Committee of ISNPS consists of more than 50 prominent researchers from all over the world. The chapters in this volume bring forth recent advances and trends in several areas of nonparametric statistics. In this way, the volume facilitates the exchange of research ideas, promotes collaboration among researchers from all over the world and contributes to the further development of the field. The conference program included over 250 talks, including special invited talks, plenary talks and contributed talks on all areas of nonparametric statistics. Out of these talks, some of the most pertinent ones have been refereed and developed into chapters that share both research and developments in the field.

Emission Tomography

Emission Tomography
Author: Miles N. Wernick,John N. Aarsvold
Publsiher: Elsevier
Total Pages: 596
Release: 2004-12-07
ISBN: 9780080521879
Category: Medical
Language: EN, FR, DE, ES & NL

Emission Tomography Book Excerpt:

PET and SPECT are two of today’s most important medical-imaging methods, providing images that reveal subtle information about physiological processes in humans and animals. Emission Tomography: The Fundamentals of PET and SPECT explains the physics and engineering principles of these important functional-imaging methods. The technology of emission tomography is covered in detail, including historical origins, scientific and mathematical foundations, imaging systems and their components, image reconstruction and analysis, simulation techniques, and clinical and laboratory applications. The book describes the state of the art of emission tomography, including all facets of conventional SPECT and PET, as well as contemporary topics such as iterative image reconstruction, small-animal imaging, and PET/CT systems. This book is intended as a textbook and reference resource for graduate students, researchers, medical physicists, biomedical engineers, and professional engineers and physicists in the medical-imaging industry. Thorough tutorials of fundamental and advanced topics are presented by dozens of the leading researchers in PET and SPECT. SPECT has long been a mainstay of clinical imaging, and PET is now one of the world’s fastest growing medical imaging techniques, owing to its dramatic contributions to cancer imaging and other applications. Emission Tomography: The Fundamentals of PET and SPECT is an essential resource for understanding the technology of SPECT and PET, the most widely used forms of molecular imaging. *Contains thorough tutorial treatments, coupled with coverage of advanced topics *Three of the four holders of the prestigious Institute of Electrical and Electronics Engineers Medical Imaging Scientist Award are chapter contributors *Include color artwork

Blind Image Deconvolution

Blind Image Deconvolution
Author: Patrizio Campisi,Karen Egiazarian
Publsiher: CRC Press
Total Pages: 472
Release: 2016-04-19
ISBN: 9781420007299
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Blind Image Deconvolution Book Excerpt:

Blind image deconvolution is constantly receiving increasing attention from the academic as well the industrial world due to both its theoretical and practical implications. The field of blind image deconvolution has several applications in different areas such as image restoration, microscopy, medical imaging, biological imaging, remote sensing, astronomy, nondestructive testing, geophysical prospecting, and many others. Blind Image Deconvolution: Theory and Applications surveys the current state of research and practice as presented by the most recognized experts in the field, thus filling a gap in the available literature on blind image deconvolution. Explore the gamut of blind image deconvolution approaches and algorithms that currently exist and follow the current research trends into the future. This comprehensive treatise discusses Bayesian techniques, single- and multi-channel methods, adaptive and multi-frame techniques, and a host of applications to multimedia processing, astronomy, remote sensing imagery, and medical and biological imaging at the whole-body, small-part, and cellular levels. Everything you need to step into this dynamic field is at your fingertips in this unique, self-contained masterwork. For image enhancement and restoration without a priori information, turn to Blind Image Deconvolution: Theory and Applications for the knowledge and techniques you need to tackle real-world problems.

Medical Imaging

Medical Imaging
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 2007
ISBN: 1928374650XXX
Category: Imaging systems in medicine
Language: EN, FR, DE, ES & NL

Medical Imaging Book Excerpt:

Local Approximation Techniques in Signal and Image Processing

Local Approximation Techniques in Signal and Image Processing
Author: Vladimir Katkovnik,Vladimir I︠A︡kovlevich Katkovnik,Karen Egiazarian,Jaakko Astola
Publsiher: SPIE-International Society for Optical Engineering
Total Pages: 553
Release: 2006
ISBN: 1928374650XXX
Category: Computers
Language: EN, FR, DE, ES & NL

Local Approximation Techniques in Signal and Image Processing Book Excerpt:

This book deals with a wide class of novel and efficient adaptive signal processing techniques developed to restore signals from noisy and degraded observations. These signals include those acquired from still or video cameras, electron microscopes, radar, X-rays, or ultrasound devices, and are used for various purposes, including entertainment, medical, business, industrial, military, civil, security, and scientific. In many cases useful information and high quality must be extracted from the imaging. However, often raw signals are not directly suitable for this purpose and must be processed in some way. Such processing is called signal reconstruction. This book is devoted to a recent and original approach to signal reconstruction based on combining two independent ideas: local polynomial approximation and the intersection of confidence interval rule.

Artificial Neural Networks for Image Understanding

Artificial Neural Networks for Image Understanding
Author: Arun D. Kulkarni
Publsiher: Van Nostrand Reinhold Company
Total Pages: 210
Release: 1994
ISBN: 1928374650XXX
Category: Computers
Language: EN, FR, DE, ES & NL

Artificial Neural Networks for Image Understanding Book Excerpt:

A tutorial of theoretical and practical principles of neural networks as applied to complex computing tasks such as robotics vision control, medical image analysis and remote sensing. The rapidly-evolving concept of automated image understanding is fully explored and explained in real-world terms, with numerous examples of industrial and commercial applications.

Stanford Bulletin

Stanford Bulletin
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 2004
ISBN: 1928374650XXX
Category: Electronic Book
Language: EN, FR, DE, ES & NL

Stanford Bulletin Book Excerpt:

Recent Advances in Signal Processing

Recent Advances in Signal Processing
Author: Ashraf Zaher
Publsiher: BoD – Books on Demand
Total Pages: 560
Release: 2009-11-01
ISBN: 9533070021
Category: Computers
Language: EN, FR, DE, ES & NL

Recent Advances in Signal Processing Book Excerpt:

The signal processing task is a very critical issue in the majority of new technological inventions and challenges in a variety of applications in both science and engineering fields. Classical signal processing techniques have largely worked with mathematical models that are linear, local, stationary, and Gaussian. They have always favored closed-form tractability over real-world accuracy. These constraints were imposed by the lack of powerful computing tools. During the last few decades, signal processing theories, developments, and applications have matured rapidly and now include tools from many areas of mathematics, computer science, physics, and engineering. This book is targeted primarily toward both students and researchers who want to be exposed to a wide variety of signal processing techniques and algorithms. It includes 27 chapters that can be categorized into five different areas depending on the application at hand. These five categories are ordered to address image processing, speech processing, communication systems, time-series analysis, and educational packages respectively. The book has the advantage of providing a collection of applications that are completely independent and self-contained; thus, the interested reader can choose any chapter and skip to another without losing continuity.

Computer Vision and Fuzzy neural Systems

Computer Vision and Fuzzy neural Systems
Author: Arun D. Kulkarni
Publsiher: Prentice Hall
Total Pages: 509
Release: 2001
ISBN: 1928374650XXX
Category: Computers
Language: EN, FR, DE, ES & NL

Computer Vision and Fuzzy neural Systems Book Excerpt:

CD-ROM contains: BackProp -- Data files -- Display -- Images -- MATLAB examples.

Super Resolution Imaging

Super Resolution Imaging
Author: Peyman Milanfar
Publsiher: CRC Press
Total Pages: 490
Release: 2017-12-19
ISBN: 135183388X
Category: Computers
Language: EN, FR, DE, ES & NL

Super Resolution Imaging Book Excerpt:

With the exponential increase in computing power and broad proliferation of digital cameras, super-resolution imaging is poised to become the next "killer app." The growing interest in this technology has manifested itself in an explosion of literature on the subject. Super-Resolution Imaging consolidates key recent research contributions from eminent scholars and practitioners in this area and serves as a starting point for exploration into the state of the art in the field. It describes the latest in both theoretical and practical aspects of direct relevance to academia and industry, providing a base of understanding for future progress. Features downloadable tools to supplement material found in the book Recent advances in camera sensor technology have led to an increasingly larger number of pixels being crammed into ever-smaller spaces. This has resulted in an overall decline in the visual quality of recorded content, necessitating improvement of images through the use of post-processing. Providing a snapshot of the cutting edge in super-resolution imaging, this book focuses on methods and techniques to improve images and video beyond the capabilities of the sensors that acquired them. It covers: History and future directions of super-resolution imaging Locally adaptive processing methods versus globally optimal methods Modern techniques for motion estimation How to integrate robustness Bayesian statistical approaches Learning-based methods Applications in remote sensing and medicine Practical implementations and commercial products based on super-resolution The book concludes by concentrating on multidisciplinary applications of super-resolution for a variety of fields. It covers a wide range of super-resolution imaging implementation techniques, including variational, feature-based, multi-channel, learning-based, locally adaptive, and nonparametric methods. This versatile book can be used as the basis for short courses for engineers and scientists, or as part of graduate-level courses in image processing.

Electrical Electronics Abstracts

Electrical   Electronics Abstracts
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 1997
ISBN: 1928374650XXX
Category: Electrical engineering
Language: EN, FR, DE, ES & NL

Electrical Electronics Abstracts Book Excerpt:

Computer Control Abstracts

Computer   Control Abstracts
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 1996
ISBN: 1928374650XXX
Category: Automatic control
Language: EN, FR, DE, ES & NL

Computer Control Abstracts Book Excerpt:

Journal of the American Statistical Association

Journal of the American Statistical Association
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 2007
ISBN: 1928374650XXX
Category: Electronic journals
Language: EN, FR, DE, ES & NL

Journal of the American Statistical Association Book Excerpt:

Current Index to Statistics Applications Methods and Theory

Current Index to Statistics  Applications  Methods and Theory
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 1999
ISBN: 1928374650XXX
Category: Mathematical statistics
Language: EN, FR, DE, ES & NL

Current Index to Statistics Applications Methods and Theory Book Excerpt:

The Current Index to Statistics (CIS) is a bibliographic index of publications in statistics, probability, and related fields.

Index Medicus

Index Medicus
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 2004
ISBN: 1928374650XXX
Category: Medicine
Language: EN, FR, DE, ES & NL

Index Medicus Book Excerpt:

Index to IEEE Publications

Index to IEEE Publications
Author: Institute of Electrical and Electronics Engineers
Publsiher: Unknown
Total Pages: 135
Release: 1990
ISBN: 1928374650XXX
Category: Electric engineering
Language: EN, FR, DE, ES & NL

Index to IEEE Publications Book Excerpt:

Issues for 1973- cover the entire IEEE technical literature.

International Aerospace Abstracts

International Aerospace Abstracts
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 1999
ISBN: 1928374650XXX
Category: Aeronautics
Language: EN, FR, DE, ES & NL

International Aerospace Abstracts Book Excerpt: