Handbook of Blind Source Separation

Handbook of Blind Source Separation
Author: Pierre Comon,Christian Jutten
Publsiher: Academic Press
Total Pages: 856
Release: 2010-02-17
ISBN 10: 9780080884943
ISBN 13: 0080884946
Language: EN, FR, DE, ES & NL

Handbook of Blind Source Separation Book Review:

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

Signals and Images
Author: Rosângela Fernandes Coelho,Vitor Heloiz Nascimento,Ricardo Lopes de Queiroz,João Marcos Travassos Romano,Charles Casimiro Cavalcante
Publsiher: CRC Press
Total Pages: 598
Release: 2018-09-03
ISBN 10: 1498722377
ISBN 13: 9781498722377
Language: EN, FR, DE, ES & NL

Signals and Images Book Review:

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

Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes
Author: Karâa, Wahiba Ben Abdessalem
Publsiher: IGI Global
Total Pages: 335
Release: 2015-11-03
ISBN 10: 1466688122
ISBN 13: 9781466688124
Language: EN, FR, DE, ES & NL

Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes Book Review:

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

Parallel and Distributed Computing  Applications and Technologies
Author: Kim-Meow Liew,Hong Shen,Simon See,Wentong Cai,Pingzhi Fan,Susumu Horiguchi
Publsiher: Springer Science & Business Media
Total Pages: 891
Release: 2004-12-02
ISBN 10: 3540240136
ISBN 13: 9783540240136
Language: EN, FR, DE, ES & NL

Parallel and Distributed Computing Applications and Technologies Book Review:

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

Functional Brain Mapping and the Endeavor to Understand the Working Brain
Author: Francesco Signorelli,Domenico Chirchiglia
Publsiher: BoD – Books on Demand
Total Pages: 524
Release: 2013-06-19
ISBN 10: 9535111604
ISBN 13: 9789535111603
Language: EN, FR, DE, ES & NL

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

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

Cognition and neuroimaging in schizophrenia
Author: Kenneth Hugdahl,Vince D. Calhoun
Publsiher: Frontiers E-books
Total Pages: 135
Release: 2022
ISBN 10: 2889190714
ISBN 13: 9782889190713
Language: EN, FR, DE, ES & NL

Cognition and neuroimaging in schizophrenia Book Review:

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

Image Analysis and Recognition
Author: Aurélio Campilho,Mohamed Kamel
Publsiher: Springer
Total Pages: 923
Release: 2006-09-21
ISBN 10: 3540448969
ISBN 13: 9783540448969
Language: EN, FR, DE, ES & NL

Image Analysis and Recognition Book Review:

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

Blind Source Separation
Author: Yong Xiang,Dezhong Peng,Zuyuan Yang
Publsiher: Springer
Total Pages: 94
Release: 2014-09-16
ISBN 10: 9812872272
ISBN 13: 9789812872272
Language: EN, FR, DE, ES & NL

Blind Source Separation Book Review:

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

Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy
Author: Dajiang Zhu,Jingwen Yan,Heng Huang,Li Shen,Paul M. Thompson,Carl-Fredrik Westin,Xavier Pennec,Sarang Joshi,Mads Nielsen,Tom Fletcher,Stanley Durrleman,Stefan Sommer
Publsiher: Springer Nature
Total Pages: 230
Release: 2019-10-10
ISBN 10: 3030332268
ISBN 13: 9783030332266
Language: EN, FR, DE, ES & NL

Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy Book Review:

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

World Congress of Medical Physics and Biomedical Engineering 2006
Author: Sun I. Kim,Tae S. Suh
Publsiher: Springer Science & Business Media
Total Pages: 586
Release: 2007-05-07
ISBN 10: 3540368396
ISBN 13: 9783540368397
Language: EN, FR, DE, ES & NL

World Congress of Medical Physics and Biomedical Engineering 2006 Book Review:

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

Unsupervised Signal Processing
Author: João Marcos Travassos Romano,Romis Attux,Charles Casimiro Cavalcante,Ricardo Suyama
Publsiher: CRC Press
Total Pages: 340
Release: 2018-09-03
ISBN 10: 1420019465
ISBN 13: 9781420019469
Language: EN, FR, DE, ES & NL

Unsupervised Signal Processing Book Review:

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

Latent Variable Analysis and Signal Separation
Author: Emmanuel Vincent,Arie Yeredor,Zbyněk Koldovský,Petr Tichavský
Publsiher: Springer
Total Pages: 532
Release: 2015-08-14
ISBN 10: 3319224824
ISBN 13: 9783319224824
Language: EN, FR, DE, ES & NL

Latent Variable Analysis and Signal Separation Book Review:

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

Graphs in Biomedical Image Analysis and Integrating Medical Imaging and Non Imaging Modalities
Author: Danail Stoyanov,Zeike Taylor,Enzo Ferrante,Adrian V. Dalca,Anne Martel,Lena Maier-Hein,Sarah Parisot,Aristeidis Sotiras,Bartlomiej Papiez,Mert R. Sabuncu,Li Shen
Publsiher: Springer
Total Pages: 101
Release: 2018-09-15
ISBN 10: 3030006891
ISBN 13: 9783030006891
Language: EN, FR, DE, ES & NL

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

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

4th European Conference of the International Federation for Medical and Biological Engineering 23   27 November 2008  Antwerp  Belgium
Author: Jos van der Sloten,Pascal Verdonck,Marc Nyssen,Jens Haueisen
Publsiher: Springer Science & Business Media
Total Pages: 2808
Release: 2009-02-04
ISBN 10: 3540892087
ISBN 13: 9783540892083
Language: EN, FR, DE, ES & NL

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

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

Internet and Distributed Computing Systems
Author: Yang Xiang,Jingtao Sun,Giancarlo Fortino,Antonio Guerrieri,Jason J. Jung
Publsiher: Springer
Total Pages: 304
Release: 2018-10-16
ISBN 10: 3030027384
ISBN 13: 9783030027384
Language: EN, FR, DE, ES & NL

Internet and Distributed Computing Systems Book Review:

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.

Medical Image Computing and Computer Assisted Intervention MICCAI 2018

Medical Image Computing and Computer Assisted Intervention     MICCAI 2018
Author: Alejandro F. Frangi,Julia A. Schnabel,Christos Davatzikos,Carlos Alberola-López,Gabor Fichtinger
Publsiher: Springer
Total Pages: 728
Release: 2018-09-13
ISBN 10: 3030009319
ISBN 13: 9783030009311
Language: EN, FR, DE, ES & NL

Medical Image Computing and Computer Assisted Intervention MICCAI 2018 Book Review:

The four-volume set LNCS 11070, 11071, 11072, and 11073 constitutes the refereed proceedings of the 21st International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2018, held in Granada, Spain, in September 2018. The 373 revised full papers presented were carefully reviewed and selected from 1068 submissions in a double-blind review process. The papers have been organized in the following topical sections: Part I: Image Quality and Artefacts; Image Reconstruction Methods; Machine Learning in Medical Imaging; Statistical Analysis for Medical Imaging; Image Registration Methods. Part II: Optical and Histology Applications: Optical Imaging Applications; Histology Applications; Microscopy Applications; Optical Coherence Tomography and Other Optical Imaging Applications. Cardiac, Chest and Abdominal Applications: Cardiac Imaging Applications: Colorectal, Kidney and Liver Imaging Applications; Lung Imaging Applications; Breast Imaging Applications; Other Abdominal Applications. Part III: Diffusion Tensor Imaging and Functional MRI: Diffusion Tensor Imaging; Diffusion Weighted Imaging; Functional MRI; Human Connectome. Neuroimaging and Brain Segmentation Methods: Neuroimaging; Brain Segmentation Methods. Part IV: Computer Assisted Intervention: Image Guided Interventions and Surgery; Surgical Planning, Simulation and Work Flow Analysis; Visualization and Augmented Reality. Image Segmentation Methods: General Image Segmentation Methods, Measures and Applications; Multi-Organ Segmentation; Abdominal Segmentation Methods; Cardiac Segmentation Methods; Chest, Lung and Spine Segmentation; Other Segmentation Applications.

Blind Source Separation

Blind Source Separation
Author: Ganesh R. Naik,Wenwu Wang
Publsiher: Springer
Total Pages: 551
Release: 2014-05-21
ISBN 10: 3642550169
ISBN 13: 9783642550164
Language: EN, FR, DE, ES & NL

Blind Source Separation Book Review:

Blind Source Separation intends to report the new results of the efforts on the study of Blind Source Separation (BSS). The book collects novel research ideas and some training in BSS, independent component analysis (ICA), artificial intelligence and signal processing applications. Furthermore, the research results previously scattered in many journals and conferences worldwide are methodically edited and presented in a unified form. The book is likely to be of interest to university researchers, R&D engineers and graduate students in computer science and electronics who wish to learn the core principles, methods, algorithms and applications of BSS. Dr. Ganesh R. Naik works at University of Technology, Sydney, Australia; Dr. Wenwu Wang works at University of Surrey, UK.

Independent Component Analysis and Blind Signal Separation

Independent Component Analysis and Blind Signal Separation
Author: Carlos G. Puntonet
Publsiher: Springer Science & Business Media
Total Pages: 1266
Release: 2004-09-17
ISBN 10: 3540230564
ISBN 13: 9783540230564
Language: EN, FR, DE, ES & NL

Independent Component Analysis and Blind Signal Separation Book Review:

tionsalso,apartfromsignalprocessing,withother?eldssuchasstatisticsandarti?cial neuralnetworks. As long as we can ?nd a system that emits signals propagated through a mean, andthosesignalsarereceivedbyasetofsensorsandthereisaninterestinrecovering the originalsources,we have a potential?eld ofapplication forBSS and ICA. Inside thatwiderangeofapplicationswecan?nd,forinstance:noisereductionapplications, biomedicalapplications,audiosystems,telecommunications,andmanyothers. This volume comes out just 20 years after the ?rst contributionsin ICA and BSS 1 appeared . Thereinafter,the numberof research groupsworking in ICA and BSS has been constantly growing, so that nowadays we can estimate that far more than 100 groupsareresearchinginthese?elds. Asproofoftherecognitionamongthescienti?ccommunityofICAandBSSdev- opmentstherehavebeennumerousspecialsessionsandspecialissuesinseveralwell- 1 J.Herault, B.Ans,“Circuits neuronaux à synapses modi?ables: décodage de messages c- posites para apprentissage non supervise”, C.R. de l'Académie des Sciences, vol. 299, no. III-13,pp.525–528,1984.

Neural Networks and Statistical Learning

Neural Networks and Statistical Learning
Author: Ke-Lin Du,M. N. S. Swamy
Publsiher: Springer Nature
Total Pages: 988
Release: 2019-09-12
ISBN 10: 1447174526
ISBN 13: 9781447174523
Language: EN, FR, DE, ES & NL

Neural Networks and Statistical Learning Book Review:

This book provides a broad yet detailed introduction to neural networks and machine learning in a statistical framework. A single, comprehensive resource for study and further research, it explores the major popular neural network models and statistical learning approaches with examples and exercises and allows readers to gain a practical working understanding of the content. This updated new edition presents recently published results and includes six new chapters that correspond to the recent advances in computational learning theory, sparse coding, deep learning, big data and cloud computing. Each chapter features state-of-the-art descriptions and significant research findings. The topics covered include: • multilayer perceptron; • the Hopfield network; • associative memory models;• clustering models and algorithms; • t he radial basis function network; • recurrent neural networks; • nonnegative matrix factorization; • independent component analysis; •probabilistic and Bayesian networks; and • fuzzy sets and logic. Focusing on the prominent accomplishments and their practical aspects, this book provides academic and technical staff, as well as graduate students and researchers with a solid foundation and comprehensive reference on the fields of neural networks, pattern recognition, signal processing, and machine learning.

Sensors Signal and Image Processing in Biomedicine and Assisted Living

Sensors  Signal and Image Processing in Biomedicine and Assisted Living
Author: Dimitris K. Iakovidis
Publsiher: MDPI
Total Pages: 312
Release: 2020-11-04
ISBN 10: 3039434187
ISBN 13: 9783039434183
Language: EN, FR, DE, ES & NL

Sensors Signal and Image Processing in Biomedicine and Assisted Living Book Review:

This is a collection of recent advances on sensors, systems, and signal/image processing methods for biomedicine and assisted living. It includes methods for heart, sleep, and vital sign measurement; human motion-related signal analysis; assistive systems; and image- and video-based diagnostic systems. It provides an overview of the state-of-the-art challenges in the respective topics and future directions. This will be useful for researchers in various domains, including computer science, electrical engineering, biomedicine, and healthcare researchers.