Academic Press Library In Signal Processing Volume 6

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Academic Press Library in Signal Processing, Volume 6

Anonim

Author : Anonim
Publisher : Academic Press
Page : 458 pages
File Size : 53,7 Mb
Release : 2017-11-28
Category : Technology & Engineering
ISBN : 9780128119006

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Academic Press Library in Signal Processing, Volume 6 by Anonim Pdf

Academic Press Library in Signal Processing, Volume 6: Image and Video Processing and Analysis and Computer Vision is aimed at university researchers, post graduate students and R&D engineers in the industry, providing a tutorial-based, comprehensive review of key topics and technologies of research in both image and video processing and analysis and computer vision. The book provides an invaluable starting point to the area through the insight and understanding that it provides. With this reference, readers will quickly grasp an unfamiliar area of research, understand the underlying principles of a topic, learn how a topic relates to other areas, and learn of research issues yet to be resolved. Presents a quick tutorial of reviews of important and emerging topics of research Explores core principles, technologies, algorithms and applications Edited and contributed by international leading figures in the field Includes comprehensive references to journal articles and other literature upon which to build further, more detailed knowledge

Academic Press Library in Signal Processing

Anonim

Author : Anonim
Publisher : Academic Press
Page : 1012 pages
File Size : 50,5 Mb
Release : 2013-08-31
Category : Technology & Engineering
ISBN : 9780124116214

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Academic Press Library in Signal Processing by Anonim Pdf

This third volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in array and statistical signal processing. With this reference source you will: Quickly grasp a new area of research Understand the underlying principles of a topic and its application Ascertain how a topic relates to other areas and learn of the research issues yet to be resolved Quick tutorial reviews of important and emerging topics of research in array and statistical signal processing Presents core principles and shows their application Reference content on core principles, technologies, algorithms and applications Comprehensive references to journal articles and other literature on which to build further, more specific and detailed knowledge Edited by leading people in the field who, through their reputation, have been able to commission experts to write on a particular topic

Academic Press Library in Signal Processing

Anonim

Author : Anonim
Publisher : Academic Press
Page : 1480 pages
File Size : 47,8 Mb
Release : 2013-09-21
Category : Technology & Engineering
ISBN : 9780123972262

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Academic Press Library in Signal Processing by Anonim Pdf

This first volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in machine learning and advanced signal processing theory. With this reference source you will: Quickly grasp a new area of research Understand the underlying principles of a topic and its application Ascertain how a topic relates to other areas and learn of the research issues yet to be resolved Quick tutorial reviews of important and emerging topics of research in machine learning Presents core principles in signal processing theory and shows their applications Reference content on core principles, technologies, algorithms and applications Comprehensive references to journal articles and other literature on which to build further, more specific and detailed knowledge Edited by leading people in the field who, through their reputation, have been able to commission experts to write on a particular topic

Academic Press Library in Signal Processing, Volume 7

Anonim

Author : Anonim
Publisher : Academic Press
Page : 650 pages
File Size : 47,6 Mb
Release : 2017-12-13
Category : Technology & Engineering
ISBN : 9780128118887

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Academic Press Library in Signal Processing, Volume 7 by Anonim Pdf

Academic Press Library in Signal Processing, Volume 7: Array, Radar and Communications Engineering is aimed at university researchers, post graduate students and R&D engineers in the industry, providing a tutorial-based, comprehensive review of key topics and technologies of research in Array and Radar Processing, Communications Engineering and Machine Learning. Users will find the book to be an invaluable starting point to their research and initiatives. With this reference, readers will quickly grasp an unfamiliar area of research, understand the underlying principles of a topic, learn how a topic relates to other areas, and learn of research issues yet to be resolved. Presents a quick tutorial of reviews of important and emerging topics of research Explores core principles, technologies, algorithms and applications Edited and contributed by international leading figures in the field Includes comprehensive references to journal articles and other literature upon which to build further, more detailed knowledge

Academic Press Library in Mobile and Wireless Communications

Katie Wilson,Stephen G. Wilson

Author : Katie Wilson,Stephen G. Wilson
Publisher : Academic Press
Page : 750 pages
File Size : 53,8 Mb
Release : 2016-08-04
Category : Technology & Engineering
ISBN : 9780123972224

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Academic Press Library in Mobile and Wireless Communications by Katie Wilson,Stephen G. Wilson Pdf

This book, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in wireless communications and transmission techniques. The reader will: Quickly grasp a new area of research Understand the underlying principles of a topic and its application Ascertain how a topic relates to other areas and learn of the research issues yet to be resolved Reviews important and emerging topics of research in wireless technology in a quick tutorial format Presents core principles in wireless transmission theory Provides reference content on core principles, technologies, algorithms, and applications Includes comprehensive references to journal articles and other literature on which to build further, more specific and detailed knowledge

Financial Signal Processing and Machine Learning

Ali N. Akansu,Sanjeev R. Kulkarni,Dmitry M. Malioutov

Author : Ali N. Akansu,Sanjeev R. Kulkarni,Dmitry M. Malioutov
Publisher : John Wiley & Sons
Page : 312 pages
File Size : 52,8 Mb
Release : 2016-04-21
Category : Technology & Engineering
ISBN : 9781118745632

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Financial Signal Processing and Machine Learning by Ali N. Akansu,Sanjeev R. Kulkarni,Dmitry M. Malioutov Pdf

The modern financial industry has been required to deal with large and diverse portfolios in a variety of asset classes often with limited market data available. Financial Signal Processing and Machine Learning unifies a number of recent advances made in signal processing and machine learning for the design and management of investment portfolios and financial engineering. This book bridges the gap between these disciplines, offering the latest information on key topics including characterizing statistical dependence and correlation in high dimensions, constructing effective and robust risk measures, and their use in portfolio optimization and rebalancing. The book focuses on signal processing approaches to model return, momentum, and mean reversion, addressing theoretical and implementation aspects. It highlights the connections between portfolio theory, sparse learning and compressed sensing, sparse eigen-portfolios, robust optimization, non-Gaussian data-driven risk measures, graphical models, causal analysis through temporal-causal modeling, and large-scale copula-based approaches. Key features: Highlights signal processing and machine learning as key approaches to quantitative finance. Offers advanced mathematical tools for high-dimensional portfolio construction, monitoring, and post-trade analysis problems. Presents portfolio theory, sparse learning and compressed sensing, sparsity methods for investment portfolios. including eigen-portfolios, model return, momentum, mean reversion and non-Gaussian data-driven risk measures with real-world applications of these techniques. Includes contributions from leading researchers and practitioners in both the signal and information processing communities, and the quantitative finance community.

A Wavelet Tour of Signal Processing

Stephane Mallat

Author : Stephane Mallat
Publisher : Elsevier
Page : 620 pages
File Size : 43,8 Mb
Release : 1999-09-14
Category : Mathematics
ISBN : 0080520839

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A Wavelet Tour of Signal Processing by Stephane Mallat Pdf

This book is intended to serve as an invaluable reference for anyone concerned with the application of wavelets to signal processing. It has evolved from material used to teach "wavelet signal processing" courses in electrical engineering departments at Massachusetts Institute of Technology and Tel Aviv University, as well as applied mathematics departments at the Courant Institute of New York University and École Polytechnique in Paris. Provides a broad perspective on the principles and applications of transient signal processing with wavelets Emphasizes intuitive understanding, while providing the mathematical foundations and description of fast algorithms Numerous examples of real applications to noise removal, deconvolution, audio and image compression, singularity and edge detection, multifractal analysis, and time-varying frequency measurements Algorithms and numerical examples are implemented in Wavelab, which is a Matlab toolbox freely available over the Internet Content is accessible on several level of complexity, depending on the individual reader's needs New to the Second Edition Optical flow calculation and video compression algorithms Image models with bounded variation functions Bayes and Minimax theories for signal estimation 200 pages rewritten and most illustrations redrawn More problems and topics for a graduate course in wavelet signal processing, in engineering and applied mathematics

Machine Learning for Signal Processing

Max A. Little

Author : Max A. Little
Publisher : Oxford University Press, USA
Page : 378 pages
File Size : 46,9 Mb
Release : 2019
Category : Computers
ISBN : 9780198714934

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Machine Learning for Signal Processing by Max A. Little Pdf

Describes in detail the fundamental mathematics and algorithms of machine learning (an example of artificial intelligence) and signal processing, two of the most important and exciting technologies in the modern information economy. Builds up concepts gradually so that the ideas and algorithms can be implemented in practical software applications.

Digital Signal Processing with Kernel Methods

Jose Luis Rojo-Alvarez,Manel Martinez-Ramon,Jordi Munoz-Mari,Gustau Camps-Valls

Author : Jose Luis Rojo-Alvarez,Manel Martinez-Ramon,Jordi Munoz-Mari,Gustau Camps-Valls
Publisher : John Wiley & Sons
Page : 665 pages
File Size : 55,5 Mb
Release : 2018-02-05
Category : Technology & Engineering
ISBN : 9781118611791

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Digital Signal Processing with Kernel Methods by Jose Luis Rojo-Alvarez,Manel Martinez-Ramon,Jordi Munoz-Mari,Gustau Camps-Valls Pdf

A realistic and comprehensive review of joint approaches to machine learning and signal processing algorithms, with application to communications, multimedia, and biomedical engineering systems Digital Signal Processing with Kernel Methods reviews the milestones in the mixing of classical digital signal processing models and advanced kernel machines statistical learning tools. It explains the fundamental concepts from both fields of machine learning and signal processing so that readers can quickly get up to speed in order to begin developing the concepts and application software in their own research. Digital Signal Processing with Kernel Methods provides a comprehensive overview of kernel methods in signal processing, without restriction to any application field. It also offers example applications and detailed benchmarking experiments with real and synthetic datasets throughout. Readers can find further worked examples with Matlab source code on a website developed by the authors: http://github.com/DSPKM • Presents the necessary basic ideas from both digital signal processing and machine learning concepts • Reviews the state-of-the-art in SVM algorithms for classification and detection problems in the context of signal processing • Surveys advances in kernel signal processing beyond SVM algorithms to present other highly relevant kernel methods for digital signal processing An excellent book for signal processing researchers and practitioners, Digital Signal Processing with Kernel Methods will also appeal to those involved in machine learning and pattern recognition.

Statistical Signal Processing of Complex-Valued Data

Peter J. Schreier,Louis L. Scharf

Author : Peter J. Schreier,Louis L. Scharf
Publisher : Cambridge University Press
Page : 331 pages
File Size : 46,6 Mb
Release : 2010-02-04
Category : Technology & Engineering
ISBN : 9781139487627

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Statistical Signal Processing of Complex-Valued Data by Peter J. Schreier,Louis L. Scharf Pdf

Complex-valued random signals are embedded in the very fabric of science and engineering, yet the usual assumptions made about their statistical behavior are often a poor representation of the underlying physics. This book deals with improper and noncircular complex signals, which do not conform to classical assumptions, and it demonstrates how correct treatment of these signals can have significant payoffs. The book begins with detailed coverage of the fundamental theory and presents a variety of tools and algorithms for dealing with improper and noncircular signals. It provides a comprehensive account of the main applications, covering detection, estimation, and signal analysis of stationary, nonstationary, and cyclostationary processes. Providing a systematic development from the origin of complex signals to their probabilistic description makes the theory accessible to newcomers. This book is ideal for graduate students and researchers working with complex data in a range of research areas from communications to oceanography.

Power Systems Signal Processing for Smart Grids

Paulo Fernando Ribeiro,Carlos Augusto Duque,Paulo Márcio Ribeiro,Augusto Santiago Cerqueira

Author : Paulo Fernando Ribeiro,Carlos Augusto Duque,Paulo Márcio Ribeiro,Augusto Santiago Cerqueira
Publisher : John Wiley & Sons
Page : 400 pages
File Size : 50,5 Mb
Release : 2013-09-20
Category : Technology & Engineering
ISBN : 9781118639238

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Power Systems Signal Processing for Smart Grids by Paulo Fernando Ribeiro,Carlos Augusto Duque,Paulo Márcio Ribeiro,Augusto Santiago Cerqueira Pdf

With special relation to smart grids, this book provides clear and comprehensive explanation of how Digital Signal Processing (DSP) and Computational Intelligence (CI) techniques can be applied to solve problems in the power system. Its unique coverage bridges the gap between DSP, electrical power and energy engineering systems, showing many different techniques applied to typical and expected system conditions with practical power system examples. Surveying all recent advances on DSP for power systems, this book enables engineers and researchers to understand the current state of the art and to develop new tools. It presents: an overview on the power system and electric signals, with description of the basic concepts of DSP commonly found in power system problems the application of several signal processing tools to problems, looking at power signal estimation and decomposition, pattern recognition techniques, detection of the power system signal variations description of DSP in relation to measurements, power quality, monitoring, protection and control, and wide area monitoring a companion website with real signal data, several Matlab codes with examples, DSP scripts and samples of signals for further processing, understanding and analysis Practicing power systems engineers and utility engineers will find this book invaluable, as will researchers of electrical power and energy systems, postgraduate electrical engineering students, and staff at utility companies.

Advancements in Computer Vision and Image Processing

Garcia-Rodriguez, Jose

Author : Garcia-Rodriguez, Jose
Publisher : IGI Global
Page : 322 pages
File Size : 49,5 Mb
Release : 2018-04-06
Category : Computers
ISBN : 9781522556299

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Advancements in Computer Vision and Image Processing by Garcia-Rodriguez, Jose Pdf

Interest in computer vision and image processing has grown in recent years with the advancement of everyday technologies such as smartphones, computer games, and social robotics. These advancements have allowed for advanced algorithms that have improved the processing capabilities of these technologies. Advancements in Computer Vision and Image Processing is a critical scholarly resource that explores the impact of new technologies on computer vision and image processing methods in everyday life. Featuring coverage on a wide range of topics including 3D visual localization, cellular automata-based structures, and eye and face recognition, this book is geared toward academicians, technology professionals, engineers, students, and researchers seeking current research on the development of sophisticated algorithms to process images and videos in real time.

Practical Machine Learning for Data Analysis Using Python

Abdulhamit Subasi

Author : Abdulhamit Subasi
Publisher : Academic Press
Page : 534 pages
File Size : 52,7 Mb
Release : 2020-06-05
Category : Computers
ISBN : 9780128213803

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Practical Machine Learning for Data Analysis Using Python by Abdulhamit Subasi Pdf

Practical Machine Learning for Data Analysis Using Python is a problem solver’s guide for creating real-world intelligent systems. It provides a comprehensive approach with concepts, practices, hands-on examples, and sample code. The book teaches readers the vital skills required to understand and solve different problems with machine learning. It teaches machine learning techniques necessary to become a successful practitioner, through the presentation of real-world case studies in Python machine learning ecosystems. The book also focuses on building a foundation of machine learning knowledge to solve different real-world case studies across various fields, including biomedical signal analysis, healthcare, security, economics, and finance. Moreover, it covers a wide range of machine learning models, including regression, classification, and forecasting. The goal of the book is to help a broad range of readers, including IT professionals, analysts, developers, data scientists, engineers, and graduate students, to solve their own real-world problems. Offers a comprehensive overview of the application of machine learning tools in data analysis across a wide range of subject areas Teaches readers how to apply machine learning techniques to biomedical signals, financial data, and healthcare data Explores important classification and regression algorithms as well as other machine learning techniques Explains how to use Python to handle data extraction, manipulation, and exploration techniques, as well as how to visualize data spread across multiple dimensions and extract useful features

Practical Time-Frequency Analysis

Rene Carmona,Wen-Liang Hwang,Bruno Torresani

Author : Rene Carmona,Wen-Liang Hwang,Bruno Torresani
Publisher : Academic Press
Page : 493 pages
File Size : 49,6 Mb
Release : 1998-08-27
Category : Mathematics
ISBN : 9780080539423

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Practical Time-Frequency Analysis by Rene Carmona,Wen-Liang Hwang,Bruno Torresani Pdf

Time frequency analysis has been the object of intense research activity in the last decade. This book gives a self-contained account of methods recently introduced to analyze mathematical functions and signals simultaneously in terms of time and frequency variables. The book gives a detailed presentation of the applications of these transforms to signal processing, emphasizing the continuous transforms and their applications to signal analysis problems, including estimation, denoising, detection, and synthesis. To help the reader perform these analyses, Practical Time-Frequency Analysis provides a set of useful tools in the form of a library of S functions, downloadable from the authors' Web sites in the United States and France. Detailed presentation of the Wavelet and Gabor transforms Applications to deterministic and random signal theory Spectral analysis of nonstationary signals and processes Numerous practical examples ranging from speech analysis to underwater acoustics, earthquake engineering, internet traffic, radar signal denoising, medical data interpretation, etc Accompanying software and data sets, freely downloadable from the book's Web page

Academic Press Library in Signal Processing

Anonim

Author : Anonim
Publisher : Academic Press
Page : 1350 pages
File Size : 45,8 Mb
Release : 2013-09-10
Category : Technology & Engineering
ISBN : 9780123972248

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Academic Press Library in Signal Processing by Anonim Pdf

This second volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in communications and radar engineering. With this reference source you will: Quickly grasp a new area of research Understand the underlying principles of a topic and its application Ascertain how a topic relates to other areas and learn of the research issues yet to be resolved Quick tutorial reviews of important and emerging topics of research in array and statistical signal processing Presents core principles and shows their application Reference content on core principles, technologies, algorithms and applications Comprehensive references to journal articles and other literature on which to build further, more specific and detailed knowledge Edited by leading people in the field who, through their reputation, have been able to commission experts to write on a particular topic

Academic Press Library In Signal Processing Volume 6

Academic Press Library in Signal Processing, Volume 6 by Anonim Pdf

Academic Press Library in Signal Processing by Anonim Pdf

Academic Press Library in Signal Processing by Anonim Pdf

Academic Press Library in Signal Processing, Volume 7 by Anonim Pdf

Academic Press Library in Mobile and Wireless Communications by Katie Wilson,Stephen G. Wilson Pdf

Financial Signal Processing and Machine Learning by Ali N. Akansu,Sanjeev R. Kulkarni,Dmitry M. Malioutov Pdf

A Wavelet Tour of Signal Processing by Stephane Mallat Pdf

Machine Learning for Signal Processing by Max A. Little Pdf

Digital Signal Processing with Kernel Methods by Jose Luis Rojo-Alvarez,Manel Martinez-Ramon,Jordi Munoz-Mari,Gustau Camps-Valls Pdf

Statistical Signal Processing of Complex-Valued Data by Peter J. Schreier,Louis L. Scharf Pdf

Power Systems Signal Processing for Smart Grids by Paulo Fernando Ribeiro,Carlos Augusto Duque,Paulo Márcio Ribeiro,Augusto Santiago Cerqueira Pdf

Advancements in Computer Vision and Image Processing by Garcia-Rodriguez, Jose Pdf

Practical Machine Learning for Data Analysis Using Python by Abdulhamit Subasi Pdf

Practical Time-Frequency Analysis by Rene Carmona,Wen-Liang Hwang,Bruno Torresani Pdf

Academic Press Library in Signal Processing by Anonim Pdf

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