Handbook of Blind Source Separation Book
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Handbook of Blind Source Separation


  • Author : Pierre Comon
  • Publisher : Academic Press
  • Release Date : 2010-02-17
  • Genre: Technology & Engineering
  • Pages : 856
  • ISBN 10 : 0080884946

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Handbook of Blind Source Separation Excerpt :

Edited by the people who were forerunners in creating the field, together with contributions from 34 leading international experts, this handbook provides the definitive reference on Blind Source Separation, giving a broad and comprehensive description of all the core principles and methods, numerical algorithms and major applications in the fields of telecommunications, biomedical engineering and audio, acoustic and speech processing. Going beyond a machine learning perspective, the book reflects recent results in signal processing and numerical analysis, and includes topics such as optimization criteria, mathematical tools, the design of numerical algorithms, convolutive mixtures, and time frequency approaches. This Handbook is an ideal reference for university researchers, R&D engineers and graduates wishing to learn the core principles, methods, algorithms, and applications of Blind Source Separation. Covers the principles and major techniques and methods in one book Edited by the pioneers in the field with contributions from 34 of the world’s experts Describes the main existing numerical algorithms and gives practical advice on their design Covers the latest cutting edge topics: second order methods; algebraic identification of under-determined mixtures, time-frequency methods, Bayesian approaches, blind identification under non negativity approaches, semi-blind methods for communications Shows the applications of the methods to key application areas such as telecommunications, biomedical engineering, speech, acoustic, audio and music processing, while also giving a general method for developing applications

Signals and Images Book

Signals and Images


  • Author : Rosângela Fernandes Coelho
  • Publisher : CRC Press
  • Release Date : 2018-09-03
  • Genre: Technology & Engineering
  • Pages : 598
  • ISBN 10 : 9781498722377

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Signals and Images Excerpt :

Signals and Images: Advances and Results in Speech, Estimation, Compression, Recognition, Filtering, and Processing cohesively combines contributions from field experts to deliver a comprehensive account of the latest developments in signal processing. These experts detail the results of their research related to audio and speech enhancement, acoustic image estimation, video compression, biometric recognition, hyperspectral image analysis, tensor decomposition with applications in communications, adaptive sparse-interpolated filtering, signal processing for power line communications, bio-inspired signal processing, seismic data processing, arithmetic transforms for spectrum computation, particle filtering in cooperative networks, three-dimensional television, and more. This book not only shows how signal processing theory is applied in current and emerging technologies, but also demonstrates how to tackle key problems such as how to enhance speech in the time domain, improve audio quality, and meet the desired electrical consumption target for controlling carbon emissions. Signals and Images: Advances and Results in Speech, Estimation, Compression, Recognition, Filtering, and Processing serves as a guide to the next generation of signal processing solutions for speech and video coding, hearing aid devices, big data processing, smartphones, smart digital communications, acoustic sensors, and beyond.

Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes Book

Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes


  • Author : Karâa, Wahiba Ben Abdessalem
  • Publisher : IGI Global
  • Release Date : 2015-11-03
  • Genre: Medical
  • Pages : 335
  • ISBN 10 : 9781466688124

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

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.

Parallel and Distributed Computing  Applications and Technologies Book

Parallel and Distributed Computing Applications and Technologies


  • Author : Kim-Meow Liew
  • Publisher : Springer Science & Business Media
  • Release Date : 2004-12-02
  • Genre: Computers
  • Pages : 891
  • ISBN 10 : 9783540240136

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Parallel and Distributed Computing Applications and Technologies Excerpt :

This book constitutes the refereed proceedings of the 5th International Conference on Parallel and Distributed Computing, Applications and Technologies; PDCAT 2004, held in Singapore in December 2004. The 173 papers presented were carefully reviewed and selected from 242 submissions. The papers focus on parallel and distributed computing from the perspectives of algorithms, networking and architecture, software systems and technologies, and applications. Besides classical topics from high performance computing, major recent developments are addressed, such as molecular computing, date mining, knowledge discovery, optical networks, secure computing and communications, wireless networks, mobile computing, component-based systems, Internet computing, and Web Technologies.

Functional Brain Mapping and the Endeavor to Understand the Working Brain Book

Functional Brain Mapping and the Endeavor to Understand the Working Brain


  • Author : Francesco Signorelli
  • Publisher : BoD – Books on Demand
  • Release Date : 2013-06-19
  • Genre: Medical
  • Pages : 524
  • ISBN 10 : 9789535111603

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Functional Brain Mapping and the Endeavor to Understand the Working Brain Excerpt :

Functional brain mapping has by now gained a high impact on research and clinical practice: huge funds are unveiled all over the world in order to boost the research and clinical applications of this field of neuroscience. The most successful approach to unlock the mysteries of the brain, to tell it with Jay Ingram, is to bring together an interdisciplinary network of scientists and clinicians and encourage an interchange of ideas. It is this crossfire we try to promote with this book.

Cognition and neuroimaging in schizophrenia Book

Cognition and neuroimaging in schizophrenia


  • Author : Kenneth Hugdahl
  • Publisher : Frontiers E-books
  • Release Date : 2022-05-21
  • Genre: Uncategoriezed
  • Pages : null
  • ISBN 10 : 9782889190713

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Cognition and neuroimaging in schizophrenia Excerpt :

Last year we edited a Frontiers Research Topic on “An update on neurocognitive impairment in schizophrenia and depression”. We are now following-up this initiative with a new invitation, focusing on “Cognition and neuroimaging in schizophrenia”, thus narrowing the focus on schizophrenia, but expanding the focus to functional and structural neuroimaging to reveal the underlying neuronal architecture behind cognitive impairments. A second focus is closing in on auditory hallucinations and "hearing voices" in the general population by non-psychotic individuals. This has become an important topic in research on schizophrenia and could cast new light on commonalities in symptom-like behavior in non-clinical and clinical “voice hearers” and hallucinating individuals, that in turn could say something about a continuum of symptoms. A third focus is on network connectivity and connectome mapping in schizophrenia using novel state-of-the-art neuroimaging analysis tools. Schizophrenia has long been considered a disease of disconnectivity and thus special emphasis is given to work which addresses the schizophrenia macro-connectome including both functional and structural aspects. Central to such an approach are recent discoveries of intrinsic resting state networks that are task independent, and/or activated in the absence of a cognitive task. Possible impairments in the dynamic interactions between large-scale networks may prove new insights into the neurobiology of schizophrenia and schizophrenia symptoms.

Image Analysis and Recognition Book

Image Analysis and Recognition


  • Author : Aurélio Campilho
  • Publisher : Springer
  • Release Date : 2006-09-21
  • Genre: Computers
  • Pages : 923
  • ISBN 10 : 9783540448969

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Image Analysis and Recognition Excerpt :

The two-volume set LNCS 4141, and LNCS 4142 constitutes the refereed proceedings of the Third International Conference on Image Analysis and Recognition, ICIAR 2006. The volumes present 71 revised full papers and 92 revised poster papers together with 2 invited lectures. Volume II includes papers on pattern recognition for image analysis, computer vision, biometrics, shape and matching, brain imaging, remote sensing image processing, and more.

Blind Source Separation Book

Blind Source Separation


  • Author : Yong Xiang
  • Publisher : Springer
  • Release Date : 2014-09-16
  • Genre: Technology & Engineering
  • Pages : 94
  • ISBN 10 : 9789812872272

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Blind Source Separation Excerpt :

This book provides readers a complete and self-contained set of knowledge about dependent source separation, including the latest development in this field. The book gives an overview on blind source separation where three promising blind separation techniques that can tackle mutually correlated sources are presented. The book further focuses on the non-negativity based methods, the time-frequency analysis based methods, and the pre-coding based methods, respectively.

Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy Book

Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy


  • Author : Dajiang Zhu
  • Publisher : Springer Nature
  • Release Date : 2019-10-10
  • Genre: Computers
  • Pages : 230
  • ISBN 10 : 9783030332266

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Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy Excerpt :

This book constitutes the refereed joint proceedings of the 4th International Workshop on Multimodal Brain Image Analysis, MBAI 2019, and the 7th International Workshop on Mathematical Foundations of Computational Anatomy, MFCA 2019, held in conjunction with the 22nd International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2019, in Shenzhen, China, in October 2019. The 16 full papers presented at MBAI 2019 and the 7 full papers presented at MFCA 2019 were carefully reviewed and selected. The MBAI papers intend to move forward the state of the art in multimodal brain image analysis, in terms of analysis methodologies, algorithms, software systems, validation approaches, benchmark datasets, neuroscience, and clinical applications. The MFCA papers are devoted to statistical and geometrical methods for modeling the variability of biological shapes. The goal is to foster the interactions between the mathematical community around shapes and the MICCAI community around computational anatomy applications.

World Congress of Medical Physics and Biomedical Engineering 2006 Book

World Congress of Medical Physics and Biomedical Engineering 2006


  • Author : Sun I. Kim
  • Publisher : Springer Science & Business Media
  • Release Date : 2007-05-07
  • Genre: Technology & Engineering
  • Pages : 586
  • ISBN 10 : 9783540368397

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World Congress of Medical Physics and Biomedical Engineering 2006 Excerpt :

These proceedings of the World Congress 2006, the fourteenth conference in this series, offer a strong scientific program covering a wide range of issues and challenges which are currently present in Medical physics and Biomedical Engineering. About 2,500 peer reviewed contributions are presented in a six volume book, comprising 25 tracks, joint conferences and symposia, and including invited contributions from well known researchers in this field.

Unsupervised Signal Processing Book

Unsupervised Signal Processing


  • Author : João Marcos Travassos Romano
  • Publisher : CRC Press
  • Release Date : 2018-09-03
  • Genre: Computers
  • Pages : 340
  • ISBN 10 : 9781420019469

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Unsupervised Signal Processing Excerpt :

Unsupervised Signal Processing: Channel Equalization and Source Separation provides a unified, systematic, and synthetic presentation of the theory of unsupervised signal processing. Always maintaining the focus on a signal processing-oriented approach, this book describes how the subject has evolved and assumed a wider scope that covers several topics, from well-established blind equalization and source separation methods to novel approaches based on machine learning and bio-inspired algorithms. From the foundations of statistical and adaptive signal processing, the authors explore and elaborate on emerging tools, such as machine learning-based solutions and bio-inspired methods. With a fresh take on this exciting area of study, this book: Provides a solid background on the statistical characterization of signals and systems and on linear filtering theory Emphasizes the link between supervised and unsupervised processing from the perspective of linear prediction and constrained filtering theory Addresses key issues concerning equilibrium solutions and equivalence relationships in the context of unsupervised equalization criteria Provides a systematic presentation of source separation and independent component analysis Discusses some instigating connections between the filtering problem and computational intelligence approaches. Building on more than a decade of the authors’ work at DSPCom laboratory, this book applies a fresh conceptual treatment and mathematical formalism to important existing topics. The result is perhaps the first unified presentation of unsupervised signal processing techniques—one that addresses areas including digital filters, adaptive methods, and statistical signal processing. With its remarkable synthesis of the field, this book provides a new vision to stimulate progress and contribute to the advent of more useful, efficient, and friendly intelligent systems.

Latent Variable Analysis and Signal Separation Book

Latent Variable Analysis and Signal Separation


  • Author : Emmanuel Vincent
  • Publisher : Springer
  • Release Date : 2015-08-14
  • Genre: Computers
  • Pages : 532
  • ISBN 10 : 9783319224824

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Latent Variable Analysis and Signal Separation Excerpt :

This book constitutes the proceedings of the 12th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICS 2015, held in Liberec, Czech Republic, in August 2015. The 61 revised full papers presented – 29 accepted as oral presentations and 32 accepted as poster presentations – were carefully reviewed and selected from numerous submissions. Five special topics are addressed: tensor-based methods for blind signal separation; deep neural networks for supervised speech separation/enhancement; joined analysis of multiple datasets, data fusion, and related topics; advances in nonlinear blind source separation; sparse and low rank modeling for acoustic signal processing.

Graphs in Biomedical Image Analysis and Integrating Medical Imaging and Non Imaging Modalities Book

Graphs in Biomedical Image Analysis and Integrating Medical Imaging and Non Imaging Modalities


  • Author : Danail Stoyanov
  • Publisher : Springer
  • Release Date : 2018-09-15
  • Genre: Computers
  • Pages : 101
  • ISBN 10 : 9783030006891

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Graphs in Biomedical Image Analysis and Integrating Medical Imaging and Non Imaging Modalities Excerpt :

This book constitutes the refereed joint proceedings of the Second International Workshop on Graphs in Biomedical Image Analysis, GRAIL 2018 and the First International Workshop on Integrating Medical Imaging and Non-Imaging Modalities, Beyond MIC 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018, in Granada, Spain, in September 2018. The 6 full papers presented at GRAIL 2018 and the 5 full papers presented at BeYond MIC 2018 were carefully reviewed and selected. The GRAIL papers cover a wide range of develop graph-based models for the analysis of biomedical images and encourage the exploration of graph-based models for difficult clinical problems within a variety of biomedical imaging contexts. The Beyond MIC papers cover topics of novel methods with significant imaging and non-imaging components, addressing practical applications and new datasets

4th European Conference of the International Federation for Medical and Biological Engineering 23   27 November 2008  Antwerp  Belgium Book
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4th European Conference of the International Federation for Medical and Biological Engineering 23 27 November 2008 Antwerp Belgium


  • Author : Jos van der Sloten
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-02-04
  • Genre: Technology & Engineering
  • Pages : 2808
  • ISBN 10 : 9783540892083

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4th European Conference of the International Federation for Medical and Biological Engineering 23 27 November 2008 Antwerp Belgium Excerpt :

The 4th European Congress of the International Federation for Medical and Biological Federation was held in Antwerp, November 2008. The scientific discussion on the conference and in this conference proceedings include the following issues: Signal & Image Processing ICT Clinical Engineering and Applications Biomechanics and Fluid Biomechanics Biomaterials and Tissue Repair Innovations and Nanotechnology Modeling and Simulation Education and Professional

Internet and Distributed Computing Systems Book

Internet and Distributed Computing Systems


  • Author : Yang Xiang
  • Publisher : Springer
  • Release Date : 2018-10-16
  • Genre: Computers
  • Pages : 304
  • ISBN 10 : 9783030027384

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Internet and Distributed Computing Systems Excerpt :

This book constitutes the proceedings of the 11th International Conference on Internet and Distributed Computing Systems, IDCS 2018, held in Tokyo, Japan, in October 2018. The 21 full papers presented together with 5 poster and 2 short papers in this volume were carefully reviewed and selected from 40 submissions. This conference desired to look for inspiration in diverse areas (e.g., infrastructure and system design, software development, big data, control theory, artificial intelligence, IoT, self-adaptation, emerging models, paradigms, applications and technologies related to Internet-based distributed systems) to develop new ways to design and mange such complex and adaptive computation resources.