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Independent Component Analysis and Blind Signal Separation

Independent Component Analysis and Blind Signal Separation
  • Author : Justinian Rosca
  • Publsiher : Springer
  • Release : 27 February 2006
  • ISBN : 3540326316
  • Pages : 980 pages
  • Rating : 4/5 from 21 ratings
GET THIS BOOKIndependent Component Analysis and Blind Signal Separation

Summary:
This book constitutes the refereed proceedings of the 6th International Conference on Independent Component Analysis and Blind Source Separation, ICA 2006, held in Charleston, SC, USA, in March 2006. The 120 revised papers presented were carefully reviewed and selected from 183 submissions. The papers are organized in topical sections on algorithms and architectures, applications, medical applications, speech and signal processing, theory, and visual and sensory processing.


Independent Component Analysis and Blind Signal Separation

Independent Component Analysis and Blind Signal Separation
  • Author : Justinian Rosca,Deniz Erdogmus,Jose C. Principe,Simon Haykin
  • Publisher : Springer
  • Release : 27 February 2006
GET THIS BOOKIndependent Component Analysis and Blind Signal Separation

This book constitutes the refereed proceedings of the 6th International Conference on Independent Component Analysis and Blind Source Separation, ICA 2006, held in Charleston, SC, USA, in March 2006. The 120 revised papers presented were carefully reviewed and selected from 183 submissions. The papers are organized in topical sections on algorithms and architectures, applications, medical applications, speech and signal processing, theory, and visual and sensory processing.

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Blind Source Separation

Blind Source Separation
  • Author : Ganesh R. Naik,Wenwu Wang
  • Publisher : Springer
  • Release : 21 May 2014
GET THIS BOOKBlind Source Separation

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

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Handbook of Blind Source Separation

Handbook of Blind Source Separation
  • Author : Pierre Comon,Christian Jutten
  • Publisher : Academic Press
  • Release : 17 February 2010
GET THIS BOOKHandbook of Blind Source Separation

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

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Blind Source Separation

Blind Source Separation
  • Author : Yong Xiang,Dezhong Peng,Zuyuan Yang
  • Publisher : Springer
  • Release : 16 September 2014
GET THIS BOOKBlind Source Separation

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.

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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
  • Publisher : Springer Nature
  • Release : 10 October 2019
GET THIS BOOKMultimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy

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

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Adaptive Blind Signal and Image Processing

Adaptive Blind Signal and Image Processing
  • Author : Andrzej Cichocki,Shun-ichi Amari
  • Publisher : John Wiley & Sons
  • Release : 14 June 2002
GET THIS BOOKAdaptive Blind Signal and Image Processing

With solid theoretical foundations and numerous potential applications, Blind Signal Processing (BSP) is one of the hottest emerging areas in Signal Processing. This volume unifies and extends the theories of adaptive blind signal and image processing and provides practical and efficient algorithms for blind source separation: Independent, Principal, Minor Component Analysis, and Multichannel Blind Deconvolution (MBD) and Equalization. Containing over 1400 references and mathematical expressions Adaptive Blind Signal and Image Processing delivers an unprecedented collection of useful techniques for adaptive blind

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Signals and Images

Signals and Images
  • Author : Rosângela Fernandes Coelho,Vitor Heloiz Nascimento,Ricardo Lopes de Queiroz,João Marcos Travassos Romano,Charles Casimiro Cavalcante
  • Publisher : CRC Press
  • Release : 03 September 2018
GET THIS BOOKSignals and Images

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

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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
  • Release : 03 November 2015
GET THIS BOOKBiomedical Image Analysis and Mining Techniques for Improved Health Outcomes

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

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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
  • Publisher : Springer Science & Business Media
  • Release : 02 December 2004
GET THIS BOOKParallel and Distributed Computing: Applications and Technologies

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

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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
  • Publisher : Springer
  • Release : 15 September 2018
GET THIS BOOKGraphs in Biomedical Image Analysis and Integrating Medical Imaging and Non-Imaging Modalities

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

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Image Analysis and Recognition

Image Analysis and Recognition
  • Author : Aurélio Campilho,Mohamed Kamel
  • Publisher : Springer
  • Release : 21 September 2006
GET THIS BOOKImage Analysis and Recognition

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.

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Cognition and neuroimaging in schizophrenia

Cognition and neuroimaging in schizophrenia
  • Author : Kenneth Hugdahl,Vince D. Calhoun
  • Publisher : Frontiers E-books
  • Release : 20 August 2022
GET THIS BOOKCognition and neuroimaging in schizophrenia

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

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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
  • Publisher : BoD – Books on Demand
  • Release : 19 June 2013
GET THIS BOOKFunctional Brain Mapping and the Endeavor to Understand the Working Brain

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

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Independent Component Analysis and Blind Signal Separation

Independent Component Analysis and Blind Signal Separation
  • Author : Carlos G. Puntonet
  • Publisher : Springer Science & Business Media
  • Release : 17 September 2004
GET THIS BOOKIndependent Component Analysis and Blind Signal Separation

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?

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Unsupervised Signal Processing

Unsupervised Signal Processing
  • Author : João Marcos Travassos Romano,Romis Attux,Charles Casimiro Cavalcante,Ricardo Suyama
  • Publisher : CRC Press
  • Release : 03 September 2018
GET THIS BOOKUnsupervised Signal Processing

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

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