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
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

$68.99 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
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

$130.99 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
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

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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
Cloud-Based Remote Sensing with Google Earth Engine

Fundamentals and Applications

Modifié par Jeffrey A. Cardille, Morgan A. Crowley, David Saah, Nicholas E. Clinton ...

This book guides its audience—which can range from novice users to experts— though a 55-chapter tour of Google Earth Engine. A sequenced and diverse set of lab materials, this is the product of more than a year of effort from more than a hundred individuals, collecting new exercises from professors, undergraduates, master’s students, PhD students, postdocs, and independent consultants.Cloud Based ... En savoir plus

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This book guides its audience—which can range from novice users to experts— though a 55-chapter tour of Google Earth Engine. A sequenced and diverse set of lab materials, this is the product of more than a year of effort from more than a hundred individuals, collecting new exercises from professors, undergraduates, master’s students, PhD students, postdocs, and independent consultants.Cloud Based
... 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

$79.99 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
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

$91.99 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
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
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

$96.99 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
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
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
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
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
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

$81.99 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
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

$100.99 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
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

$53.99 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
Handbook of Vascular Biometrics

Modifié par Andreas Uhl, Christoph Busch, Sébastien Marcel, Raymond Veldhuis ...

Collections series Advances in Computer Vision and Pattern Recognition
This open access handbook provides the first comprehensive overview of biometrics exploiting the shape of human blood vessels for biometric recognition, i.e. vascular biometrics, including finger vein recognition, hand/palm vein recognition, retina recognition, and sclera recognition. After an introductory chapter summarizing the state of the art in and availability of commercial systems and open ... En savoir plus

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This open access handbook provides the first comprehensive overview of biometrics exploiting the shape of human blood vessels for biometric recognition, i.e. vascular biometrics, including finger vein recognition, hand/palm vein recognition, retina recognition, and sclera recognition. After an introductory chapter summarizing the state of the art in and availability of commercial systems and open
... En savoir plus
Applied Mathematics

Data Compression, Spectral Methods, Fourier Analysis, Wavelets, and Applications

par Charles K. Chui, Qingtang Jiang ...

Collections Livre 2 - Mathematics Textbooks for Science and Engineering
This textbook, apart from introducing the basic aspects of applied mathematics, focuses on recent topics such as information data manipulation, information coding, data approximation, data dimensionality reduction, data compression, time-frequency and time scale bases, image manipulation, and image noise removal. The methods treated in more detail include spectral representation and “frequency” of ... En savoir plus

$89.99 CAD

This textbook, apart from introducing the basic aspects of applied mathematics, focuses on recent topics such as information data manipulation, information coding, data approximation, data dimensionality reduction, data compression, time-frequency and time scale bases, image manipulation, and image noise removal. The methods treated in more detail include spectral representation and “frequency” of
... En savoir plus
Troanary Photonic Storage Blueprint - How Light Based Logic can Redefine Computation and Data Storage

The Troanary Mirror Thesis Codex, #4

par Ylia Callan ...

Collections Livre 4 - The Troanary Mirror Thesis Codex
Troanary Photonic Storage Blueprint: How Light-Based Logic Can Redefine Computation and Data StorageIn an era where the limitations of traditional binary computing are increasingly evident, Troanary Photonic Storage Blueprint introduces a transformative paradigm that leverages the unique properties of light to revolutionise computation and data storage. This comprehensive guide delves into the ... En savoir plus

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Troanary Photonic Storage Blueprint: How Light-Based Logic Can Redefine Computation and Data StorageIn an era where the limitations of traditional binary computing are increasingly evident, Troanary Photonic Storage Blueprint introduces a transformative paradigm that leverages the unique properties of light to revolutionise computation and data storage. This comprehensive guide delves into the
... En savoir plus
Geometric Partial Differential Equations and Image Analysis

par Guillermo Sapiro ...

This book provides an introduction to the use of geometric partial differential equations in image processing and computer vision. This research area brings a number of new concepts into the field, providing a very fundamental and formal approach to image processing. State-of-the-art practical results in a large number of real problems are achieved with the techniques described in this book. ... En savoir plus

$65.99 CAD

This book provides an introduction to the use of geometric partial differential equations in image processing and computer vision. This research area brings a number of new concepts into the field, providing a very fundamental and formal approach to image processing. State-of-the-art practical results in a large number of real problems are achieved with the techniques described in this book.
... En savoir plus
Medical Imaging

Technology and Applications

Modifié par Troy Farncombe, Kris Iniewski ...

Collections series Devices, Circuits, and Systems
The book has two intentions. First, it assembles the latest research in the field of medical imaging technology in one place. Detailed descriptions of current state-of-the-art medical imaging systems (comprised of x-ray CT, MRI, ultrasound, and nuclear medicine) and data processing techniques are discussed. Information is provided that will give interested engineers and scientists a solid ... En savoir plus

$159.99 CAD

The book has two intentions. First, it assembles the latest research in the field of medical imaging technology in one place. Detailed descriptions of current state-of-the-art medical imaging systems (comprised of x-ray CT, MRI, ultrasound, and nuclear medicine) and data processing techniques are discussed. Information is provided that will give interested engineers and scientists a solid
... En savoir plus
Remote Sensing Handbook, Volume II

Image Processing, Change Detection, GIS, and Spatial Data Analysis

Modifié par Prasad S. Thenkabail ...

Collections series Remote Sensing Handbook
Volume II of the Six Volume Remote Sensing Handbook, Second Edition, is focused on digital image processing including image classification methods in land cover and land use. It discusses object-based segmentation and pixel-based image processing algorithms, change detection techniques, and image classification for a wide array of applications including land use/land cover, croplands, urban ... En savoir plus

$321.99 CAD

Volume II of the Six Volume Remote Sensing Handbook, Second Edition, is focused on digital image processing including image classification methods in land cover and land use. It discusses object-based segmentation and pixel-based image processing algorithms, change detection techniques, and image classification for a wide array of applications including land use/land cover, croplands, urban
... En savoir plus
Principles of Multimedia

par Ranjan Parekh ...

Principles of Multimedia introduces and explains the theoretical concepts related to the representation, storage, compression, transmission and processing of various multimedia components, including text, image, graphics, audio, video and animation, as well as their use across various applications. The book provides the necessary programming tools and analysis technique concepts to perform ... En savoir plus

$159.99 CAD

Principles of Multimedia introduces and explains the theoretical concepts related to the representation, storage, compression, transmission and processing of various multimedia components, including text, image, graphics, audio, video and animation, as well as their use across various applications. The book provides the necessary programming tools and analysis technique concepts to perform
... En savoir plus
Opto-VLSI Devices and Circuits for Biomedical and Healthcare Applications

Modifié par Ankur Kumar, Sajal Agarwal, Vikrant Varshnay, Varun Mishra, Yogesh Kumar Verma, Suman Lata Tripathi ...

The text comprehensively discusses the latest Opto-VLSI devices and circuits useful for healthcare and biomedical applications. It further emphasizes the importance of smart technologies such as artificial intelligence, machine learning, and the internet of things for the biomedical and healthcare industries.Discusses advanced concepts in the field of electro-optics devices for medical ... En savoir plus

$101.99 CAD

The text comprehensively discusses the latest Opto-VLSI devices and circuits useful for healthcare and biomedical applications. It further emphasizes the importance of smart technologies such as artificial intelligence, machine learning, and the internet of things for the biomedical and healthcare industries.Discusses advanced concepts in the field of electro-optics devices for medical
... En savoir plus

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