Traitement optique de l’information eBooks

Biomedical Signal and Image Processing

par Kayvan Najarian, Robert Splinter ...

Written for senior-level and first year graduate students in biomedical signal and image processing, this book describes fundamental signal and image processing techniques that are used to process biomedical information. The book also discusses application of these techniques in the processing of some of the main biomedical signals and images, such as EEG, ECG, MRI, and CT. New features of this ... En savoir plus

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Written for senior-level and first year graduate students in biomedical signal and image processing, this book describes fundamental signal and image processing techniques that are used to process biomedical information. The book also discusses application of these techniques in the processing of some of the main biomedical signals and images, such as EEG, ECG, MRI, and CT. New features of this
... En savoir plus
Visualization Analysis and Design

par Tamara Munzner ...

Collections series AK Peters Visualization Series
Learn How to Design Effective Visualization SystemsVisualization Analysis and Design provides a systematic, comprehensive framework for thinking about visualization in terms of principles and design choices. The book features a unified approach encompassing information visualization techniques for abstract data, scientific visualization techniques ... En savoir plus

$136.03 CAD

Learn How to Design Effective Visualization SystemsVisualization Analysis and Design provides a systematic, comprehensive framework for thinking about visualization in terms of principles and design choices. The book features a unified approach encompassing information visualization techniques for abstract data, scientific visualization techniques
... En savoir plus
Understanding Machine Learning

From Theory to Algorithms

par Shai Shalev-Shwartz, Shai Ben-David ...

Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides a theoretical account of the fundamentals underlying machine learning and the mathematical derivations that transform these principles into practical ... En savoir plus

$68.79 CAD

Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides a theoretical account of the fundamentals underlying machine learning and the mathematical derivations that transform these principles into practical
... En savoir plus
High-Dimensional Statistics

A Non-Asymptotic Viewpoint

par Martin J. Wainwright ...

Collections Livre 48 - Cambridge Series in Statistical and Probabilistic Mathematics
Recent years have witnessed an explosion in the volume and variety of data collected in all scientific disciplines and industrial settings. Such massive data sets present a number of challenges to researchers in statistics and machine learning. This book provides a self-contained introduction to the area of high-dimensional statistics, aimed at the first-year graduate level. It includes chapters ... En savoir plus

$91.19 CAD

Recent years have witnessed an explosion in the volume and variety of data collected in all scientific disciplines and industrial settings. Such massive data sets present a number of challenges to researchers in statistics and machine learning. This book provides a self-contained introduction to the area of high-dimensional statistics, aimed at the first-year graduate level. It includes chapters
... En savoir plus
Automated Machine Learning

Methods, Systems, Challenges

Modifié par Frank Hutter, Lars Kotthoff, Joaquin Vanschoren ...

Collections series The Springer Series on Challenges in Machine Learning
This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML ... En savoir plus

Gratuit

This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML
... En savoir plus
High-Dimensional Probability

An Introduction with Applications in Data Science

par Roman Vershynin ...

Collections Livre 47 - Cambridge Series in Statistical and Probabilistic Mathematics
High-dimensional probability offers insight into the behavior of random vectors, random matrices, random subspaces, and objects used to quantify uncertainty in high dimensions. Drawing on ideas from probability, analysis, and geometry, it lends itself to applications in mathematics, statistics, theoretical computer science, signal processing, optimization, and more. It is the first to integrate ... En savoir plus

$79.19 CAD

High-dimensional probability offers insight into the behavior of random vectors, random matrices, random subspaces, and objects used to quantify uncertainty in high dimensions. Drawing on ideas from probability, analysis, and geometry, it lends itself to applications in mathematics, statistics, theoretical computer science, signal processing, optimization, and more. It is the first to integrate
... En savoir plus
The Little Book of Data

Understanding the Powerful Analytics that Fuel AI, Make or Break Careers, and Could Just End Up Saving the World

par Justin Evans ...

Data is not about number crunching. It’s about ideas. And when used properly (read: ethically), it is the problem solver of our time.Yet many savvy people seem to be in data denial: they don’t think they need to understand data, or it’s too complicated, or worse, using it is somehow unethical. Yet as data and AI (just an accelerated way to put data to work) move to the center of professional and ... En savoir plus

$19.99 CAD

Data is not about number crunching. It’s about ideas. And when used properly (read: ethically), it is the problem solver of our time.Yet many savvy people seem to be in data denial: they don’t think they need to understand data, or it’s too complicated, or worse, using it is somehow unethical. Yet as data and AI (just an accelerated way to put data to work) move to the center of professional and
... En savoir plus
PostGIS in Action, Third Edition

par Regina Obe, Leo Hsu ...

PostGIS in Action, Third Edition shows you how to solve real-world geodata problems. You’ll go beyond basic mapping, and explore custom functions for your applications.SummaryIn PostGIS in Action, Third Edition you will learn:An introduction to spatial databasesGeometry, geography, raster, and topology spatial types, functions, and queriesApplying PostGIS to real-world problemsExtending PostGIS to ... En savoir plus

$77.99 CAD

PostGIS in Action, Third Edition shows you how to solve real-world geodata problems. You’ll go beyond basic mapping, and explore custom functions for your applications.SummaryIn PostGIS in Action, Third Edition you will learn:An introduction to spatial databasesGeometry, geography, raster, and topology spatial types, functions, and queriesApplying PostGIS to real-world problemsExtending PostGIS to
... En savoir plus
Introduction to Applied Linear Algebra

Vectors, Matrices, and Least Squares

par Stephen Boyd, Lieven Vandenberghe ...

This groundbreaking textbook combines straightforward explanations with a wealth of practical examples to offer an innovative approach to teaching linear algebra. Requiring no prior knowledge of the subject, it covers the aspects of linear algebra - vectors, matrices, and least squares - that are needed for engineering applications, discussing examples across data science, machine learning and ... En savoir plus

$53.59 CAD

This groundbreaking textbook combines straightforward explanations with a wealth of practical examples to offer an innovative approach to teaching linear algebra. Requiring no prior knowledge of the subject, it covers the aspects of linear algebra - vectors, matrices, and least squares - that are needed for engineering applications, discussing examples across data science, machine learning and
... En savoir plus
Computer Age Statistical Inference

Algorithms, Evidence, and Data Science

par Bradley Efron, Trevor Hastie ...

Collections Livre 5 - Institute of Mathematical Statistics Monographs
The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? This book takes us on an exhilarating ... En savoir plus

$81.59 CAD

The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? This book takes us on an exhilarating
... En savoir plus
The Text Mining Handbook

Advanced Approaches in Analyzing Unstructured Data

par Ronen Feldman, James Sanger ...

Text mining is a new and exciting area of computer science research that tries to solve the crisis of information overload by combining techniques from data mining, machine learning, natural language processing, information retrieval, and knowledge management. Similarly, link detection – a rapidly evolving approach to the analysis of text that shares and builds upon many of the key elements of ... En savoir plus

$99.99 CAD

Text mining is a new and exciting area of computer science research that tries to solve the crisis of information overload by combining techniques from data mining, machine learning, natural language processing, information retrieval, and knowledge management. Similarly, link detection – a rapidly evolving approach to the analysis of text that shares and builds upon many of the key elements of
... En savoir plus
Image Processing and Acquisition using Python

par Ravishankar Chityala, Sridevi Pudipeddi ...

Collections series Chapman & Hall/CRC The Python Series
Image Processing and Acquisition using Python provides readers with a sound foundation in both image acquisition and image processing—one of the first books to integrate these topics together. By improving readers’ knowledge of image acquisition techniques and corresponding image processing, the book will help them perform experiments more effectively and cost efficiently as well as analyze and ... En savoir plus

$100.30 CAD

Image Processing and Acquisition using Python provides readers with a sound foundation in both image acquisition and image processing—one of the first books to integrate these topics together. By improving readers’ knowledge of image acquisition techniques and corresponding image processing, the book will help them perform experiments more effectively and cost efficiently as well as analyze and
... En savoir plus
DeepFakes

Creation, Detection, and Impact

Modifié par Loveleen Gaur ...

Deepfakes is a synthetic media that leverage powerful Artificial Intelligence (AI) and machine learning (ML) techniques to generate fake visual and audio content that are extremely realistic, thus making it very hard for a human to distinguish from the original ones. Apart from technological introduction to the Deepfakes concept, the book details algorithms to detect Deepfakes, techniques for ... En savoir plus

$96.18 CAD

Deepfakes is a synthetic media that leverage powerful Artificial Intelligence (AI) and machine learning (ML) techniques to generate fake visual and audio content that are extremely realistic, thus making it very hard for a human to distinguish from the original ones. Apart from technological introduction to the Deepfakes concept, the book details algorithms to detect Deepfakes, techniques for
... En savoir plus
Statistical Inference via Data Science

A ModernDive into R and the Tidyverse

par Chester Ismay, Albert Y. Kim, Arturo Valdivia ...

Collections series Chapman & Hall/CRC The R Series
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse, Second Edition offers a comprehensive guide to learning statistical inference with data science tools widely used in industry, academia, and government. The first part of this book introduces the tidyverse suite of R packages, including ggplot2 for data visualization and dplyr for data wrangling. The second part ... En savoir plus

$133.28 CAD

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse, Second Edition offers a comprehensive guide to learning statistical inference with data science tools widely used in industry, academia, and government. The first part of this book introduces the tidyverse suite of R packages, including ggplot2 for data visualization and dplyr for data wrangling. The second part
... En savoir plus
Designing the AI-Driven Data Foundations

Architecture, Principles, and Practice

par Sanjeev Mohan ...

Build AI-powered data platforms that unify analytics and intelligenceThe playbook for data and AI architecture has been rewritten. This is the guide to what comes next.For decades, data architectures were optimized for a predictable set of workloads. AI changes every layer of the stack where autonomous agents, not just humans, consume data. The architectures that worked for traditional analytics ... En savoir plus

$54.99 CAD

Build AI-powered data platforms that unify analytics and intelligenceThe playbook for data and AI architecture has been rewritten. This is the guide to what comes next.For decades, data architectures were optimized for a predictable set of workloads. AI changes every layer of the stack where autonomous agents, not just humans, consume data. The architectures that worked for traditional analytics
... En savoir plus
What to do with your Digital Photos

par Collins ...

This one-stop practical guide will show you how to make the most of your digital photos. To make your progress easier, it comes in a handy format with colour photos and expert advice throughout.Over three billion digital photos are sitting on hard discs in the UK alone – yet the potential they contain remains largely unfulfilled, and many are in danger of being lost forever if a computer crashes ... En savoir plus

$11.99 CAD

This one-stop practical guide will show you how to make the most of your digital photos. To make your progress easier, it comes in a handy format with colour photos and expert advice throughout.Over three billion digital photos are sitting on hard discs in the UK alone – yet the potential they contain remains largely unfulfilled, and many are in danger of being lost forever if a computer crashes
... En savoir plus
Digital and Statistical Signal Processing

par Anastasia Veloni, Nikolaos Miridakis, Erysso Boukouvala ...

Nowadays, many aspects of electrical and electronic engineering are essentially applications of DSP. This is due to the focus on processing information in the form of digital signals, using certain DSP hardware designed to execute software. Fundamental topics in digital signal processing are introduced with theory, analytical tables, and applications with simulation tools. The book provides a ... En savoir plus

$81.06 CAD

Nowadays, many aspects of electrical and electronic engineering are essentially applications of DSP. This is due to the focus on processing information in the form of digital signals, using certain DSP hardware designed to execute software. Fundamental topics in digital signal processing are introduced with theory, analytical tables, and applications with simulation tools. The book provides a
... En savoir plus
Quantitative Methods in Pharmaceutical Research and Development

Concepts and Applications

Modifié par Olga V. Marchenko, Natallia V. Katenka ...

This contributed volume presents an overview of concepts, methods, and applications used in several quantitative areas of drug research, development, and marketing. Chapters bring together the theories and applications of various disciplines, allowing readers to learn more about quantitative fields, and to better recognize the differences between them. Because it provides a thorough overview, this ... En savoir plus

$128.09 CAD

This contributed volume presents an overview of concepts, methods, and applications used in several quantitative areas of drug research, development, and marketing. Chapters bring together the theories and applications of various disciplines, allowing readers to learn more about quantitative fields, and to better recognize the differences between them. Because it provides a thorough overview, this
... En savoir plus
Subpixel Mapping for Remote Sensing Images

par Peng Wang, Lei Zhang ...

Subpixel mapping is a technology that generates a fine resolution land cover map from coarse resolution fractional images by predicting the spatial locations of different land cover classes at the subpixel scale. This book provides readers with a complete overview of subpixel image processing methods, basic principles, and different subpixel mapping techniques based on single or multi-shift remote ... En savoir plus

$94.81 CAD

Subpixel mapping is a technology that generates a fine resolution land cover map from coarse resolution fractional images by predicting the spatial locations of different land cover classes at the subpixel scale. This book provides readers with a complete overview of subpixel image processing methods, basic principles, and different subpixel mapping techniques based on single or multi-shift remote
... En savoir plus
Image Processing and Intelligent Computing Systems

Modifié par Prateek Singhal, Abhishek Verma, Prabhat Kumar Srivastava, Virender Ranga, Ram Kumar ...

There is presently a drastic growth in multimedia data. During the Covid-19 pandemic, we observed that images helped doctors immensely in the rapid detection of Covid-19 infection in patients. There are many critical applications in which images play a vital role. These applications use raw image data to extract some useful information about the world around us. The quick extraction of valuable ... En savoir plus

$90.68 CAD

There is presently a drastic growth in multimedia data. During the Covid-19 pandemic, we observed that images helped doctors immensely in the rapid detection of Covid-19 infection in patients. There are many critical applications in which images play a vital role. These applications use raw image data to extract some useful information about the world around us. The quick extraction of valuable
... En savoir plus
Visual Cryptography and Secret Image Sharing

Modifié par Stelvio Cimato, Ching-Nung Yang ...

Collections series Digital Imaging and Computer Vision
With rapid progress in Internet and digital imaging technology, there are more and more ways to easily create, publish, and distribute images. Considered the first book to focus on the relationship between digital imaging and privacy protection, Visual Cryptography and Secret Image Sharing is a complete introduction to novel security methods and sharing-control mechanisms used to protect against ... En savoir plus

$166.26 CAD

With rapid progress in Internet and digital imaging technology, there are more and more ways to easily create, publish, and distribute images. Considered the first book to focus on the relationship between digital imaging and privacy protection, Visual Cryptography and Secret Image Sharing is a complete introduction to novel security methods and sharing-control mechanisms used to protect against
... En savoir plus
Cognitive and Neural Modelling for Visual Information Representation and Memorization

par Limiao Deng ...

Focusing on how visual information is represented, stored and extracted in the human brain, this book uses cognitive neural modeling in order to show how visual information is represented and memorized in the brain.Breaking through traditional visual information processing methods, the author combines our understanding of perception and memory from the human brain with computer vision technology, ... En savoir plus

$94.81 CAD

Focusing on how visual information is represented, stored and extracted in the human brain, this book uses cognitive neural modeling in order to show how visual information is represented and memorized in the brain.Breaking through traditional visual information processing methods, the author combines our understanding of perception and memory from the human brain with computer vision technology,
... En savoir plus
Bio-Imaging

Principles, Techniques, and Applications

par Rajagopal Vadivambal, Digvir S. Jayas ...

Highlights the Emergence of Image Processing in Food and AgricultureIn addition to uses specifically related to health and other industries, biological imaging is now being used for a variety of applications in food and agriculture. Bio-Imaging: Principles, Techniques, and Applications fully details and outlines the processes of bio-imaging applica ... En savoir plus

$182.75 CAD

Highlights the Emergence of Image Processing in Food and AgricultureIn addition to uses specifically related to health and other industries, biological imaging is now being used for a variety of applications in food and agriculture. Bio-Imaging: Principles, Techniques, and Applications fully details and outlines the processes of bio-imaging applica
... En savoir plus
Sparse Image and Signal Processing

Wavelets, Curvelets, Morphological Diversity

par Jalal M. Fadili, Jean-Luc Starck, Fionn Murtagh ...

This book presents the state of the art in sparse and multiscale image and signal processing, covering linear multiscale transforms, such as wavelet, ridgelet, or curvelet transforms, and non-linear multiscale transforms based on the median and mathematical morphology operators. Recent concepts of sparsity and morphological diversity are described and exploited for various problems such as ... En savoir plus

$82.39 CAD

This book presents the state of the art in sparse and multiscale image and signal processing, covering linear multiscale transforms, such as wavelet, ridgelet, or curvelet transforms, and non-linear multiscale transforms based on the median and mathematical morphology operators. Recent concepts of sparsity and morphological diversity are described and exploited for various problems such as
... En savoir plus

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