High-Resolution Noisy Signal and Image Processing
High-Resolution Noisy Signal and Image Processing

Author: Edward Valachovic

Publisher: Cambridge Scholars Publishing

Published: 2020-12-24

Total Pages: 375

ISBN-13: 1527564169

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The book introduces valuable new data analysis methods in time and space, and provides many examples and recommendations for new developments. It will teach the reader how to use powerful, but very flexible, tools, frequently referred to as Kolmogorov-Zurbenko Filters. The main construction of these tools is derived from spectral concepts where natural laws occur. Rather than forcing models on data, they allow us to discover the nature of phenomena hidden within the data. The methods outlined here are capable of obtaining accurate results within very noisy environments. Their extremely accurate spectral diagnostics permits the separation of different sources of influences within the data. Treating each source separately can achieve highly accurate explanations of the total picture. For example, this approach is able to identify the most dangerous moments and locations for hurricanes and tornados.

High-Resolution Noisy Signal and Image Processing
High-Resolution Noisy Signal and Image Processing

Author: Igor Zurbenko

Publisher: Cambridge Scholars Publishing

Published: 2021-02

Total Pages:

ISBN-13: 9781527562936

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The book introduces valuable new data analysis methods in time and space, and provides many examples and recommendations for new developments. It will teach the reader how to use powerful, but very flexible, tools, frequently referred to as Kolmogorov-Zurbenko Filters. The main construction of these tools is derived from spectral concepts where natural laws occur. Rather than forcing models on data, they allow us to discover the nature of phenomena hidden within the data. The methods outlined here are capable of obtaining accurate results within very noisy environments. Their extremely accurate spectral diagnostics permits the separation of different sources of influences within the data. Treating each source separately can achieve highly accurate explanations of the total picture. For example, this approach is able to identify the most dangerous moments and locations for hurricanes and tornados.

Author:

Publisher: CRC Press

Published:

Total Pages: 1142

ISBN-13: 1135439621

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Biomedical Signal and Image Processing
Biomedical Signal and Image Processing

Author: Kayvan Najarian

Publisher: CRC Press

Published: 2005-12-21

Total Pages: 458

ISBN-13: 142005807X

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All of the biomedical measurement technologies, which are now instrumental to the medical field, are essentially useless without proper signal and image processing. Biomedical Signal and Image Processing is unique in providing a comprehensive survey of all the conventional and advanced imaging modalities and the main computational methods used for

Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes
Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes

Author: Karâa, Wahiba Ben Abdessalem

Publisher: IGI Global

Published: 2015-11-03

Total Pages: 441

ISBN-13: 1466688122

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Every second, users produce large amounts of image data from medical and satellite imaging systems. Image mining techniques that are capable of extracting useful information from image data are becoming increasingly useful, especially in medicine and the health sciences. Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes addresses major techniques regarding image processing as a tool for disease identification and diagnosis, as well as treatment recommendation. Highlighting current research intended to advance the medical field, this publication is essential for use by researchers, advanced-level students, academicians, medical professionals, and technology developers. An essential addition to the reference material available in the field of medicine, this timely publication covers a range of applied research on data mining, image processing, computational simulation, data visualization, and image retrieval.

Video Microscopy
Video Microscopy

Author:

Publisher: Academic Press

Published: 1998-04-10

Total Pages: 355

ISBN-13: 0080859542

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Video microscopy is used extensively in many life and biomedical science disciplines today, and is a useful tool for both cell biologists and students. This book presents how to track the dynamic changes that take place in the structure of living cells and in reconstituted preparations using video and digital imaging microscopy. Basic information, principles, and applications are also covered, as well as more specialized video microscopy techniques.Practical laboratory guide for methods and technologies used with video microscopyComprehensive, easy-to-follow instructionsFebruary 1998, c. 334 pp.

Principles of Bone Biology
Principles of Bone Biology

Author: John P. Bilezikian

Publisher: Academic Press

Published: 2002-01-19

Total Pages: 1702

ISBN-13: 0080539602

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Principles of Bone Biology is the essential resource for anyone involved in the study of bones. It is the most comprehensive, complete, up-to-date source of information on all aspects of bones and bone biology in one convenient source. Written and published in less than one year, it will become an indispensable resource for any scientific or medical library. This, second edition, details countless advances over the past five years, both by updating old chapters and providing additional material. It takes the reader from the basic elements of fundamental research to the most sophisticated concepts in therapeutics. The most current and timely source of information about the biology and pathology of boneProvides succinct coverage of the subjectContributors include over 200 of the most respected researchers in the fieldExtensive table of contents and index for easy referenceEasy-to-read and highly informative to both the newcomer and the initiated to the field Spans the spectrum from molecular biology to in vivo pharmacologyComplete bibliography with each entry fully referenced for additional background reading First edition was selected by Doody Publishing as one of the 250 Best Health Science books published in 1996

Data Science
Data Science

Author: Gyanendra K. Verma

Publisher: Springer Nature

Published: 2021-08-19

Total Pages: 444

ISBN-13: 9811616817

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This book targets an audience with a basic understanding of deep learning, its architectures, and its application in the multimedia domain. Background in machine learning is helpful in exploring various aspects of deep learning. Deep learning models have a major impact on multimedia research and raised the performance bar substantially in many of the standard evaluations. Moreover, new multi-modal challenges are tackled, which older systems would not have been able to handle. However, it is very difficult to comprehend, let alone guide, the process of learning in deep neural networks, there is an air of uncertainty about exactly what and how these networks learn. By the end of the book, the readers will have an understanding of different deep learning approaches, models, pre-trained models, and familiarity with the implementation of various deep learning algorithms using various frameworks and libraries.

Biosignal Processing
Biosignal Processing

Author:

Publisher: BoD – Books on Demand

Published: 2022-12-21

Total Pages: 310

ISBN-13: 1803555610

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Biosignal processing is an important tool in medicine. As such, this book presents a comprehensive overview of novel methods in biosignal theory, biosignal processing algorithms and applications, and biosignal sensors. Chapters examine biosignal processing for glucose detection, tissue engineering, electrocardiogram processing, soft tissue tomography, and much more. The book also discusses applications of artificial intelligence and machine learning for biosignal processing.

Multiscale Transforms with Application to Image Processing
Multiscale Transforms with Application to Image Processing

Author: Aparna Vyas

Publisher: Springer

Published: 2017-12-05

Total Pages: 258

ISBN-13: 9811072728

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This book provides an introduction to image processing, an overview of the transforms which are most widely used in the field of image processing, and an introduction to the application of multiscale transforms in image processing. The book is divided into three parts, with the first part offering the reader a basic introduction to image processing. The second part of the book starts with a chapter on Fourier analysis and Fourier transforms, wavelet analysis, and ends with a chapter on new multiscale transforms. The final part of the book deals with all of the most important applications of multiscale transforms in image processing. The chapters consist of both tutorial and highly advanced material, and as such the book is intended to be a reference text for graduate students and researchers to obtain state-of-the-art knowledge on specific applications. The technique of solving problems in the transform domain is common in applied mathematics and widely used in research and industry, but is a somewhat neglected subject within the undergraduate curriculum. It is hoped that faculty can use this book to create a course that can be offered early in the curriculum and fill this void. Also, the book is intended to be used as a reference manual for scientists who are engaged in image processing research, developers of image processing hardware and software systems, and practising engineers and scientists who use image processing as a tool in their applications.