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Signal Processing and Machine Learning with Applications, Michael M. Richter; Sheuli Paul


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Цена: 6986.00р.
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Автор: Michael M. Richter; Sheuli Paul
Название:  Signal Processing and Machine Learning with Applications
ISBN: 9783319453712
Издательство: Springer
Классификация:




ISBN-10: 3319453718
Обложка/Формат: Hardcover
Вес: 1.14 кг.
Дата издания: 01.10.2022
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 237 illustrations, color; 63 illustrations, black and white; xli, 607 p. 300 illus., 237 illus. in color.
Размер: 161 x 242 x 45
Читательская аудитория: Professional & vocational
Основная тема: Computer Science
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: Signal processing captures, interprets, describes and manipulates physical phenomena. Mathematics, statistics, probability, and stochastic processes are among the signal processing languages we use to interpret real-world phenomena, model them, and extract useful information. This book presents different kinds of signals humans use and applies them for human machine interaction to communicate. Signal Processing and Machine Learning with Applications presents methods that are used to perform various Machine Learning and Artificial Intelligence tasks in conjunction with their applications. It is organized in three parts: Realms of Signal Processing; Machine Learning and Recognition; and Advanced Applications and Artificial Intelligence. The comprehensive coverage is accompanied by numerous examples, questions with solutions, with historical notes. The book is intended for advanced undergraduate and postgraduate students, researchers and practitioners who are engaged with signal processing, machine learning and the applications.
Дополнительное описание: Part I Realms of Signal Processing.- 1 Digital Signal Representation.- 1.1 Introduction.- 1.2 Numbers.- 1.2.1 Numbers and Numerals.- 1.2.2 Types of Numbers.- 1.2.3 Positional Number Systems.- 1.3 Sampling and Reconstruction of Signals.- 1.3.1 Scalar Quant



9th International Conference on Robotic, Vision, Signal Processing and Power Applications

Автор: Ibrahim
Название: 9th International Conference on Robotic, Vision, Signal Processing and Power Applications
ISBN: 9811017190 ISBN-13(EAN): 9789811017193
Издательство: Springer
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Цена: 48913.00 р.
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Описание: The proceeding is a collection of research papers presented, at the 9th International Conference on Robotics, Vision, Signal Processing & Power Applications (ROVISP 2016), by researchers, scientists, engineers, academicians as well as industrial professionals from all around the globe to present their research results and development activities for oral or poster presentations. The topics of interest are as follows but are not limited to: • Robotics, Control, Mechatronics and Automation• Vision, Image, and Signal Processing • Artificial Intelligence and Computer Applications• Electronic Design and Applications • Telecommunication Systems and Applications• Power System and Industrial Applications• Engineering Education

Mathematical Morphology and Its Applications to Signal and Image Processing

Автор: Cris L. Luengo Hendriks; Gunilla Borgefors; Robin
Название: Mathematical Morphology and Its Applications to Signal and Image Processing
ISBN: 3642382932 ISBN-13(EAN): 9783642382932
Издательство: Springer
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Цена: 6986.00 р.
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Описание: This book contains the refereed proceedings of the 11th International Symposium on Mathematical Morphology, ISMM 2013 held in Uppsala, Sweden, in May 2013. The 41 revised full papers presented together with 3 invited papers were carefully reviewed and selected from 52 submissions. The papers are organized in topical sections on theory;

The 8th International Conference on Robotic, Vision, Signal Processing & Power Applications

Автор: Harsa Amylia Mat Sakim; Mohd Tafir Mustaffa
Название: The 8th International Conference on Robotic, Vision, Signal Processing & Power Applications
ISBN: 9811013365 ISBN-13(EAN): 9789811013362
Издательство: Springer
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Цена: 36570.00 р.
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Описание:

Robotics, Control, Mechatronics and Automation.- Vision, Image and Signal Processing.- Artificial Intelligence and Computer Applications.- Electronic Design and Applications.- Telecommunication Systems and Applications.- Power System and Industrial Applications.

Signal and Image Processing in Medical Applications

Автор: Amit Kumar; Fahimuddin Shaik; B Abdul Rahim; D.Sra
Название: Signal and Image Processing in Medical Applications
ISBN: 981100689X ISBN-13(EAN): 9789811006890
Издательство: Springer
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Цена: 9141.00 р.
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Описание: This book highlights recentfindings on and analysesconducted on signalsand images in the area of medicine. The bookexplains how signal and image processing methods can be used to detect andforecast abnormalities in an easy-to-followmanner, offering a valuable resource for researchers, engineers,physicians and bioinformatics researchers alike.

Advances in Machine Learning and Signal Processing

Автор: Soh
Название: Advances in Machine Learning and Signal Processing
ISBN: 3319322125 ISBN-13(EAN): 9783319322124
Издательство: Springer
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Цена: 28734.00 р.
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Описание: Thisbook presents important research findings and recent innovations in the fieldof machine learning and signal processing. A wide range of topics relating to machinelearning and signal processing techniques and their applications are addressed inorder to provide both researchers and practitioners with a valuable resourcedocumenting the latest advances and trends. The book comprises a carefulselection of the papers submitted to the 2015 International Conference on MachineLearning and Signal Processing (MALSIP 2015), which was held on 15–17 December2015 in Ho Chi Minh City, Vietnam with the aim of offering researchers,academicians, and practitioners an ideal opportunity to disseminate theirfindings and achievements. All of the included contributions were chosen byexpert peer reviewers from across the world on the basis of their interest tothe community. In addition to presenting the latest in design, development, andresearch, the book provides access to numerous new algorithms for machinelearning and signal processing for engineering problems.

Mathematical Morphology and Its Applications to Image and Signal Processing

Автор: John Goutsias; Luc Vincent; Dan S. Bloomberg
Название: Mathematical Morphology and Its Applications to Image and Signal Processing
ISBN: 1475773552 ISBN-13(EAN): 9781475773552
Издательство: Springer
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Цена: 36570.00 р.
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Описание: Mathematical morphology is a powerful methodology for the processing and analysis of geometric structure in signals and images. This book contains the proceedings of the fifth International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, held June 26-28, 2000, at Xerox PARC, Palo Alto, California. It provides a broad sampling of the most recent theoretical and practical developments of mathematical morphology and its applications to image and signal processing.

Areas covered include: decomposition of structuring functions and morphological operators, morphological discretization, filtering, connectivity and connected operators, morphological shape analysis and interpolation, texture analysis, morphological segmentation, morphological multiresolution techniques and scale-spaces, and morphological algorithms and applications. Audience: The subject matter of this volume will be of interest to electrical engineers, computer scientists, and mathematicians whose research work is focused on the theoretical and practical aspects of nonlinear signal and image processing. It will also be of interest to those working in computer vision, applied mathematics, and computer graphics.

Positive Trigonometric Polynomials and Signal Processing Applications

Автор: Bogdan Dumitrescu
Название: Positive Trigonometric Polynomials and Signal Processing Applications
ISBN: 3319536877 ISBN-13(EAN): 9783319536873
Издательство: Springer
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Цена: 19564.00 р.
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Описание: This book gathers the main recent results on positive trigonometric polynomials within a unitary framework. The theory of sum-of-squares trigonometric polynomials is presented unitarily based on the concept of Gram matrix (extended to Gram pair or Gram set).

Mathematical Summary for Digital Signal Processing Applications with Matlab

Автор: E. S. Gopi
Название: Mathematical Summary for Digital Signal Processing Applications with Matlab
ISBN: 9400790856 ISBN-13(EAN): 9789400790858
Издательство: Springer
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Цена: 18284.00 р.
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Описание: Mathematical Summary for Digital Signal Processing Applications with Matlab consists of Mathematics which is not usually dealt with in the DSP core subject, but used in DSP applications. It gives Matlab programs with illustrations.

Advances in Heuristic Signal Processing and Applications

Автор: Amitava Chatterjee; Hadi Nobahari; Patrick Siarry
Название: Advances in Heuristic Signal Processing and Applications
ISBN: 364237879X ISBN-13(EAN): 9783642378799
Издательство: Springer
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Цена: 13974.00 р.
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Описание:

Chap. 1: Nonconvex Optimization via Joint Norm Relaxed SQP and Filled Function Method with Application to Minimax Two-Channel Linear Phase FIR QMF Bank Design.- Chap. 2: Robust Reduced-Rank Adaptive LCMV Beamforming Algorithms Based on Joint Iterative Optimization of Parameters.- Chap. 3: Designing OFDM Radar Waveform for Target Detection Using Multiobjective Optimization.- Chap. 4: Multiobject Tracking using Particle Swarm Optimization on Target Interactions.- Chap. 5: A Comparative Study of Modified BBO Variants and Other Metaheuristics for Optimal Power Allocation in Wireless Sensor Networks.- Chap. 6: Joint Optimization of Detection and Tracking in Adaptive Radar Systems.- Chap. 7: Iterative Design of FIR Filters.- Chap. 8: A Metaheuristic Approach to Two-Dimensional Recursive Digital Filter Design.- Chap. 9: A Survey of Kurtosis Optimization Schemes for MISO Source Separation and Equalization.- Chap. 10: Swarm Intelligence Techniques Applied to Nonlinear Systems State Estimation.- Chap. 11: Heuristic Optimal Design of Multiplier-less Digital Filter.- Chap. 12: Hybrid Correlation-Neural Network Synergy for Gait Signal Classification.- Chap. 13: Image Denoising Using Wavelets: Application in Medical Imaging.- Chap. 14: Signal Separation with A Priori Knowledge Using Sparse Representation.- Chap. 15: Definition of a Discrete Color Monogenic Wavelet Transform.- Chap. 16: On Image Matching and Feature Tracking for Embedded Systems: State of the Art.

Advances in Heuristic Signal Processing and Applications

Автор: Amitava Chatterjee; Hadi Nobahari; Patrick Siarry
Название: Advances in Heuristic Signal Processing and Applications
ISBN: 364244525X ISBN-13(EAN): 9783642445255
Издательство: Springer
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Цена: 18167.00 р.
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Описание:

There have been significant developments in the design and application of algorithms for both one-dimensional signal processing and multidimensional signal processing, namely image and video processing, with the recent focus changing from a step-by-step procedure of designing the algorithm first and following up with in-depth analysis and performance improvement to instead applying heuristic-based methods to solve signal-processing problems.

In this book the contributing authors demonstrate both general-purpose algorithms and those aimed at solving specialized application problems, with a special emphasis on heuristic iterative optimization methods employing modern evolutionary and swarm intelligence based techniques. The applications considered are in domains such as communications engineering, estimation and tracking, digital filter design, wireless sensor networks, bioelectric signal classification, image denoising, and image feature tracking.

The book presents interesting, state-of-the-art methodologies for solving real-world problems and it is a suitable reference for researchers and engineers in the areas of heuristics and signal processing.

Algorithm Collections for Digital Signal Processing Applications Using Matlab

Автор: E.S. Gopi
Название: Algorithm Collections for Digital Signal Processing Applications Using Matlab
ISBN: 9048176301 ISBN-13(EAN): 9789048176304
Издательство: Springer
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Цена: 19589.00 р.
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Описание: The Algorithms such as SVD, Eigen decomposition, Gaussian Mixture Model, HMM etc. There remains a need to collect all such algorithms for quick reference. Also there is the need to view such algorithms in application point of view. This book attempts to satisfy the above requirement. The algorithms are made clear using MATLAB programs.

Accelerator Data-Path Synthesis for High-Throughput Signal Processing Applications

Автор: Werner Geurts; Francky Catthoor; Serge Vernalde; H
Название: Accelerator Data-Path Synthesis for High-Throughput Signal Processing Applications
ISBN: 1461346746 ISBN-13(EAN): 9781461346746
Издательство: Springer
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Цена: 20962.00 р.
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Описание: Accelerator Data-Path Synthesis for High-Throughput Signal Processing Applications is the first book to show how to use high-level synthesis techniques to cope with the stringent timing requirements of complex high-throughput real-time signal and data processing.


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