Eeg Multiresolution Analysis Using Wavelet Transform

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The Illustrated Wavelet Transform Handbook

Author : Paul S Addison
Publisher : CRC Press
ISBN 13 : 9781420033397
Total Pages : 384 pages
Book Rating : 4.0/5 (333 download)

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Book Synopsis The Illustrated Wavelet Transform Handbook by : Paul S Addison

Download or read book The Illustrated Wavelet Transform Handbook written by Paul S Addison and published by CRC Press. This book was released on 2002-07-15 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Illustrated Wavelet Transform Handbook: Introductory Theory and Applications in Science, Engineering, Medicine and Finance provides an overview of the theory and practical applications of wavelet transform methods. The author uses several hundred illustrations, some in color, to convey mathematical concepts and the results of applications. The first chapter presents a brief overview of the wavelet transform, including a short history. The remainder of the book is split into two parts: the first part discusses the mathematics of both discrete and continuous wavelet transforms while the second part deals with applications in a variety of subject areas, such as geophysics, medicine, fluid turbulence, engineering testing, speech and sound analysis, image analysis, and data compression. These application chapters make the reader aware of the similarities that exist in the use of wavelet transform analysis across disciplines. A comprehensive list of more than 700 references provides a valuable resource for further study. The book is designed specifically for the applied reader in science, engineering, medicine, finance, or any other of the growing number of application areas. Newcomers to the subject will find an accessible and clear account of the theory of continuous and discrete wavelet transforms, providing a large number of examples of their use across a wide range of disciplines. Readers already acquainted with wavelets can use the book to broaden their perspective.

Multiresolution Signal Decomposition

Author : Paul A. Haddad
Publisher : Academic Press
ISBN 13 : 0323138365
Total Pages : 389 pages
Book Rating : 4.3/5 (231 download)

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Book Synopsis Multiresolution Signal Decomposition by : Paul A. Haddad

Download or read book Multiresolution Signal Decomposition written by Paul A. Haddad and published by Academic Press. This book was released on 2012-12-02 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an in-depth, integrated, and up-to-date exposition of the topic of signal decomposition techniques. Application areas of these techniques include speech and image processing, machine vision, information engineering, High-Definition Television, and telecommunications. The book will serve as the major reference for those entering the field, instructors teaching some or all of the topics in an advanced graduate course and researchers needing to consult an authoritative source.n The first book to give a unified and coherent exposition of multiresolutional signal decomposition techniquesn Classroom tested textbook clearly describes the commonalities among three key methods-transform coding, and wavelet transformsn Gives comparative performance evaluations of many proposed techniques

Signal and Image Multiresolution Analysis

Author : Abdeldjalil Ouahabi
Publisher : John Wiley & Sons
ISBN 13 : 1118568664
Total Pages : 260 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis Signal and Image Multiresolution Analysis by : Abdeldjalil Ouahabi

Download or read book Signal and Image Multiresolution Analysis written by Abdeldjalil Ouahabi and published by John Wiley & Sons. This book was released on 2012-12-27 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multiresolution analysis using the wavelet transform has received considerable attention in recent years by researchers in various fields. It is a powerful tool for efficiently representing signals and images at multiple levels of detail with many inherent advantages, including compression, level-of-detail display, progressive transmission, level-of-detail editing, filtering, modeling, fractals and multifractals, etc. This book aims to provide a simple formalization and new clarity on multiresolution analysis, rendering accessible obscure techniques, and merging, unifying or completing the technique with encoding, feature extraction, compressive sensing, multifractal analysis and texture analysis. It is aimed at industrial engineers, medical researchers, university lab attendants, lecturer-researchers and researchers from various specializations. It is also intended to contribute to the studies of graduate students in engineering, particularly in the fields of medical imaging, intelligent instrumentation, telecommunications, and signal and image processing. Given the diversity of the problems posed and addressed, this book paves the way for the development of new research themes, such as brain–computer interface (BCI), compressive sensing, functional magnetic resonance imaging (fMRI), tissue characterization (bones, skin, etc.) and the analysis of complex phenomena in general. Throughout the chapters, informative illustrations assist the uninitiated reader in better conceptualizing certain concepts, taking the form of numerous figures and recent applications in biomedical engineering, communication, multimedia, finance, etc.

Introduction to EEG- and Speech-Based Emotion Recognition

Author : Priyanka A. Abhang
Publisher : Academic Press
ISBN 13 : 0128045310
Total Pages : 200 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Introduction to EEG- and Speech-Based Emotion Recognition by : Priyanka A. Abhang

Download or read book Introduction to EEG- and Speech-Based Emotion Recognition written by Priyanka A. Abhang and published by Academic Press. This book was released on 2016-03-23 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to EEG- and Speech-Based Emotion Recognition Methods examines the background, methods, and utility of using electroencephalograms (EEGs) to detect and recognize different emotions. By incorporating these methods in brain-computer interface (BCI), we can achieve more natural, efficient communication between humans and computers. This book discusses how emotional states can be recognized in EEG images, and how this is useful for BCI applications. EEG and speech processing methods are explored, as are the technological basics of how to operate and record EEGs. Finally, the authors include information on EEG-based emotion recognition, classification, and a proposed EEG/speech fusion method for how to most accurately detect emotional states in EEG recordings. - Provides detailed insight on the science of emotion and the brain signals underlying this phenomenon - Examines emotions as a multimodal entity, utilizing a bimodal emotion recognition system of EEG and speech data - Details the implementation of techniques used for acquiring as well as analyzing EEG and speech signals for emotion recognition

Wavelet Theory and Harmonic Analysis in Applied Sciences

Author : Carlos E. D'Attellis
Publisher : Springer Science & Business Media
ISBN 13 : 1461220106
Total Pages : 352 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Wavelet Theory and Harmonic Analysis in Applied Sciences by : Carlos E. D'Attellis

Download or read book Wavelet Theory and Harmonic Analysis in Applied Sciences written by Carlos E. D'Attellis and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: The idea of this book originated in the works presented at the First Latinamerican Conference on Mathematics in Industry and Medicine, held in Buenos Aires, Argentina, from November 27 to December 1, 1995. A variety of topics were discussed at this meeting. A large percentage of the papers focused on Wavelet and Harmonic Analysis. The theory and applications of this topic shown at the Conference were interesting enough to be published. Based on that we selected some works which make the core of this book. Other papers are contributions written by invited experts in the field to complete the presentation. All the works were written after the Conference. The purpose of this book is to present recent results as well as theo retical applied aspects of the subject. We have decided not to include a section devoted to the theoretical foundations of wavelet methods for non specialists. There are excellent introductions already available, for example, Chapter one in Wavelets in Medicine and Biology, edited by A. Aldroubi and M. Unser, 1996, or some of the references cited in the chapter.

Electroencephalogram Signal Analysis

Author : Salah Hamdi
Publisher : Cambridge Scholars Publishing
ISBN 13 : 1527584526
Total Pages : 175 pages
Book Rating : 4.5/5 (275 download)

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Book Synopsis Electroencephalogram Signal Analysis by : Salah Hamdi

Download or read book Electroencephalogram Signal Analysis written by Salah Hamdi and published by Cambridge Scholars Publishing. This book was released on 2022-07-06 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book will assist medical diagnosis and aid clinical decision-making. It shows that neuronal networks, machine learning, and VAR models proved useful for EEG signal analysis, and details EEG signal processing methods. The book also highlights how to use learning machine for epileptic cerebral activity localisation, and details a parallel implementation for EEG artefact rejection.

Imaging Brain Function With EEG

Author : Walter Freeman
Publisher : Springer Science & Business Media
ISBN 13 : 1461449847
Total Pages : 266 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Imaging Brain Function With EEG by : Walter Freeman

Download or read book Imaging Brain Function With EEG written by Walter Freeman and published by Springer Science & Business Media. This book was released on 2012-10-28 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: The scalp and cortex lie like pages of an open book on which the cortex enciphers vast quantities of information and knowledge. They are recorded and analyzed as temporal and spatial patterns in the electroencephalogram and electrocorticogram. This book describes basic tools and concepts needed to measure and decipher the patterns extracted from the EEG and ECoG. This book emphasizes the need for single trial analysis using new methods and paradigms, as well as large, high-density spatial arrays of electrodes for pattern sampling. The deciphered patterns reveal neural mechanisms by which brains process sensory information into precepts and concepts. It describes the brain as a thermodynamic system that uses chemical energy to construct knowledge. The results are intended for use in the search for the neural correlates of intention, attention, perception and learning; in the design of human brain-computer interfaces enabling mental control of machines; and in exploring and explaining the physicochemical foundation of biological intelligence.

Proceedings of the 2nd International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications

Author : Vinit Kumar Gunjan
Publisher : Springer Nature
ISBN 13 : 9811664072
Total Pages : 821 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Proceedings of the 2nd International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications by : Vinit Kumar Gunjan

Download or read book Proceedings of the 2nd International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications written by Vinit Kumar Gunjan and published by Springer Nature. This book was released on 2022-01-10 with total page 821 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains original, peer-reviewed research articles from the Second International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications, held in March 28-29th 2021 at CMR Institute of Technology, Hyderabad, Telangana India. It covers the latest research trends and developments in areas of machine learning, artificial intelligence, neural networks, cyber-physical systems, cybernetics, with emphasis on applications in smart cities, Internet of Things, practical data science and cognition. The book focuses on the comprehensive tenets of artificial intelligence, machine learning and deep learning to emphasize its use in modelling, identification, optimization, prediction, forecasting and control of future intelligent systems. Submissions were solicited of unpublished material, and present in-depth fundamental research contributions from a methodological/application perspective in understanding artificial intelligence and machine learning approaches and their capabilities in solving a diverse range of problems in industries and its real-world applications.

Wavelets

Author : Peter Nickolas
Publisher : Cambridge University Press
ISBN 13 : 1316727939
Total Pages : 275 pages
Book Rating : 4.3/5 (167 download)

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Book Synopsis Wavelets by : Peter Nickolas

Download or read book Wavelets written by Peter Nickolas and published by Cambridge University Press. This book was released on 2017-01-11 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text offers an excellent introduction to the mathematical theory of wavelets for senior undergraduate students. Despite the fact that this theory is intrinsically advanced, the author's elementary approach makes it accessible at the undergraduate level. Beginning with thorough accounts of inner product spaces and Hilbert spaces, the book then shifts its focus to wavelets specifically, starting with the Haar wavelet, broadening to wavelets in general, and culminating in the construction of the Daubechies wavelets. All of this is done using only elementary methods, bypassing the use of the Fourier integral transform. Arguments using the Fourier transform are introduced in the final chapter, and this less elementary approach is used to outline a second and quite different construction of the Daubechies wavelets. The main text of the book is supplemented by more than 200 exercises ranging in difficulty and complexity.

Applied Soft Computing and Communication Networks

Author : Sabu M. Thampi
Publisher : Springer Nature
ISBN 13 : 9813361735
Total Pages : 340 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Applied Soft Computing and Communication Networks by : Sabu M. Thampi

Download or read book Applied Soft Computing and Communication Networks written by Sabu M. Thampi and published by Springer Nature. This book was released on 2021-07-01 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes thoroughly refereed post-conference proceedings of the International Applied Soft Computing and Communication Networks (ACN 2020) held in VIT, Chennai, India, during October 14–17, 2020. The research papers presented were carefully reviewed and selected from several initial submissions. The book is directed to the researchers and scientists engaged in various fields of intelligent systems.

Ergonomics for Improved Productivity

Author : Mohammad Muzammil
Publisher : Springer Nature
ISBN 13 : 9811590540
Total Pages : 1025 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Ergonomics for Improved Productivity by : Mohammad Muzammil

Download or read book Ergonomics for Improved Productivity written by Mohammad Muzammil and published by Springer Nature. This book was released on 2021-03-23 with total page 1025 pages. Available in PDF, EPUB and Kindle. Book excerpt: p="" This highly informative and carefully presented book focuses on the fields of ergonomics/human factors and discusses the future of the community vis-à-vis health problems, productivity, aging, etc. Ergonomic intercession must be seen in light of its effect on productivity because ergonomic solutions will improve productivity as the reduction of environmental stressors, awkward postures and efforts lead to a reduction in task execution time. The book provides promising evidence that the field of ergonomics continues to thrive and develop deeper insights into how work environments, products and systems can be developed to meet needs, demands and limitations of humans and how they can support productivity improvements. Some of the themes covered are anthropometry and workplace design, biomechanics and modelling in ergonomics, cognitive and environmental ergonomics, ergonomic intervention and productivity, ergonomics in transport, mining, agriculture and forestry, health systems, work physiology and sports ergonomics, etc. This book is beneficial to academicians, policymakers and the industry alike. ^

International Conference on Innovative Computing and Communications

Author : Deepak Gupta
Publisher : Springer Nature
ISBN 13 : 9811551480
Total Pages : 1158 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis International Conference on Innovative Computing and Communications by : Deepak Gupta

Download or read book International Conference on Innovative Computing and Communications written by Deepak Gupta and published by Springer Nature. This book was released on 2020-07-30 with total page 1158 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes high-quality research papers presented at the Third International Conference on Innovative Computing and Communication (ICICC 2020), which is held at the Shaheed Sukhdev College of Business Studies, University of Delhi, Delhi, India, on 21–23 February, 2020. Introducing the innovative works of scientists, professors, research scholars, students and industrial experts in the field of computing and communication, the book promotes the transformation of fundamental research into institutional and industrialized research and the conversion of applied exploration into real-time applications.

EEG SIGNAL PROCESSING: A Machine Learning Based Framework

Author : R. John Martin
Publisher : Ashok Yakkaldevi
ISBN 13 : 1678180068
Total Pages : 139 pages
Book Rating : 4.6/5 (781 download)

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Book Synopsis EEG SIGNAL PROCESSING: A Machine Learning Based Framework by : R. John Martin

Download or read book EEG SIGNAL PROCESSING: A Machine Learning Based Framework written by R. John Martin and published by Ashok Yakkaldevi. This book was released on 2022-01-31 with total page 139 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1.1 Motivation Analysis of non-stationary and non-linear nature of signal data is the prime talk in signal processing domain today. On employing biomedical equipments huge volume of physiological data is acquired for analysis and diagnostic purposes. Inferring certain decisions from these signals by manual observation is quite tedious due to artefacts and its time series nature. As large volume of data involved in biomedical signal processing, adopting suitable computational methods is important for analysis. Data Science provides space for processing these signals through machine learning approaches. Many more biomedical signal processing implementations are in place using machine learning methods. This is the inspiration in adopting machine learning approach for analysing EEG signal data for epileptic seizure detection.

Innovations in Bio-Inspired Computing and Applications

Author : Ajith Abraham
Publisher : Springer
ISBN 13 : 3030166813
Total Pages : 536 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Innovations in Bio-Inspired Computing and Applications by : Ajith Abraham

Download or read book Innovations in Bio-Inspired Computing and Applications written by Ajith Abraham and published by Springer. This book was released on 2019-05-21 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights recent research on bio-inspired computing and its various innovative applications in Information and Communication Technologies. It presents 50 high-quality papers from the 9th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2018) and 7th World Congress on Information and Communication Technologies (WICT 2018), which was held at Toc H Institute of Science and Technology (TIST) on December 17–19, 2018. IBICA-WICT 2018 was a premier conference and brought together researchers, engineers and practitioners whose work involved bio-inspired computing, computational intelligence and their applications in information security, real-world contexts etc. Including contributions by authors from 22 countries, the book offers a valuable reference guide for all researchers, students and practitioners in the fields of Computer Science and Engineering.

Soft Computing for Problem Solving

Author : Aruna Tiwari
Publisher : Springer Nature
ISBN 13 : 9811627096
Total Pages : 779 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Soft Computing for Problem Solving by : Aruna Tiwari

Download or read book Soft Computing for Problem Solving written by Aruna Tiwari and published by Springer Nature. This book was released on 2021-10-13 with total page 779 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume book provides an insight into the 10th International Conference on Soft Computing for Problem Solving (SocProS 2020). This international conference is a joint technical collaboration of Soft Computing Research Society and Indian Institute of Technology Indore. The book presents the latest achievements and innovations in the interdisciplinary areas of soft computing. It brings together the researchers, engineers and practitioners to discuss thought-provoking developments and challenges, in order to select potential future directions. It covers original research papers in the areas including but not limited to algorithms (artificial immune system, artificial neural network, genetic algorithm, genetic programming and particle swarm optimization) and applications (control systems, data mining and clustering, finance, weather forecasting, game theory, business and forecasting applications). The book will be beneficial for young as well as experienced researchers dealing across complex and intricate real-world problems for which finding a solution by traditional methods is a difficult task.

Niedermeyer's Electroencephalography

Author : Donald L. Schomer
Publisher : Lippincott Williams & Wilkins
ISBN 13 : 1451153155
Total Pages : 1308 pages
Book Rating : 4.4/5 (511 download)

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Book Synopsis Niedermeyer's Electroencephalography by : Donald L. Schomer

Download or read book Niedermeyer's Electroencephalography written by Donald L. Schomer and published by Lippincott Williams & Wilkins. This book was released on 2012-10-18 with total page 1308 pages. Available in PDF, EPUB and Kindle. Book excerpt: The leading reference on electroencephalography since 1982, Niedermeyer's Electroencephalography is now in its thoroughly updated Sixth Edition. An international group of experts provides comprehensive coverage of the neurophysiologic and technical aspects of EEG, evoked potentials, and magnetoencephalography, as well as the clinical applications of these studies in neonates, infants, children, adults, and older adults. This edition's new lead editor, Donald Schomer, MD, has updated the technical information and added a major new chapter on artifacts. Other highlights include complete coverage of EEG in the intensive care unit and new chapters on integrating other recording devices with EEG; transcranial electrical and magnetic stimulation; EEG/TMS in evaluation of cognitive and mood disorders; and sleep in premature infants, children and adolescents, and the elderly. A companion website includes fully searchable text and image bank.

4th Kuala Lumpur International Conference on Biomedical Engineering 2008

Author : Noor Azuan Abu Osman
Publisher : Springer Science & Business Media
ISBN 13 : 3540691391
Total Pages : 950 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis 4th Kuala Lumpur International Conference on Biomedical Engineering 2008 by : Noor Azuan Abu Osman

Download or read book 4th Kuala Lumpur International Conference on Biomedical Engineering 2008 written by Noor Azuan Abu Osman and published by Springer Science & Business Media. This book was released on 2008-07-30 with total page 950 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is with great pleasure that we present to you a collection of over 200 high quality technical papers from more than 10 countries that were presented at the Biomed 2008. The papers cover almost every aspect of Biomedical Engineering, from artificial intelligence to biomechanics, from medical informatics to tissue engineering. They also come from almost all parts of the globe, from America to Europe, from the Middle East to the Asia-Pacific. This set of papers presents to you the current research work being carried out in various disciplines of Biomedical En- neering, including new and innovative researches in emerging areas. As the organizers of Biomed 2008, we are very proud to be able to come-up with this publication. We owe the success to many individuals who worked very hard to achieve this: members of the Technical Committee, the Editors, and the Inter- tional Advisory Committee. We would like to take this opportunity to record our thanks and appreciation to each and every one of them. We are pretty sure that you will find many of the papers illuminating and useful for your own research and study. We hope that you will enjoy yourselves going through them as much as we had enjoyed compiling them into the proceedings. Assoc. Prof. Dr. Noor Azuan Abu Osman Chairperson, Organising Committee, Biomed 2008