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Scaling up Machine Learning

Parallel and Distributed Approaches

Edited by Ron Bekkerman, Mikhail Bilenko, John Langford ...

This book presents an integrated collection of representative approaches for scaling up machine learning and data mining methods on parallel and distributed computing platforms. Demand for parallelizing learning algorithms is highly task-specific: in some settings it is driven by the enormous dataset sizes, in others by model complexity or by real-time performance requirements. Making task ... Read more

$55.99 USD

This book presents an integrated collection of representative approaches for scaling up machine learning and data mining methods on parallel and distributed computing platforms. Demand for parallelizing learning algorithms is highly task-specific: in some settings it is driven by the enormous dataset sizes, in others by model complexity or by real-time performance requirements. Making task
... Read more
Cognitive and Neural Modelling for Visual Information Representation and Memorization

by 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, ... Read more

$68.99 USD

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,
... Read more
Medical Image Analysis Methods

Edited by Lena Costaridou ...

Series series Electrical Engineering & Applied Signal Processing Series
To successfully detect and diagnose disease, it is vital for medical diagnosticians to properly apply the latest medical imaging technologies. It is a worrisome reality that due to either the nature or volume of some of the images provided, early or obscured signs of disease can go undetected or be misdiagnosed. To combat these inaccuracies, diagno ... Read more

$259.99 USD

To successfully detect and diagnose disease, it is vital for medical diagnosticians to properly apply the latest medical imaging technologies. It is a worrisome reality that due to either the nature or volume of some of the images provided, early or obscured signs of disease can go undetected or be misdiagnosed. To combat these inaccuracies, diagno
... Read more
Spectral, Photon Counting Computed Tomography

Technology and Applications

Edited by Katsuyuki Taguchi, Ira Blevis, Krzysztof Iniewski ...

Series series Devices, Circuits, and Systems
Spectral, Photon Counting Computed Tomography is a comprehensive cover of the latest developments in the most prevalent imaging modality (x-ray computed tomography (CT)) in its latest incarnation: Spectral, Dual-Energy, and Photon Counting CT. Disadvantages of the conventional single-energy technique used by CT technology are that different materials cannot be distinguished and that the noise is ... Read more

$79.99 USD

Spectral, Photon Counting Computed Tomography is a comprehensive cover of the latest developments in the most prevalent imaging modality (x-ray computed tomography (CT)) in its latest incarnation: Spectral, Dual-Energy, and Photon Counting CT. Disadvantages of the conventional single-energy technique used by CT technology are that different materials cannot be distinguished and that the noise is
... Read more
Artificial Intelligence Enabled Signal Processing based Models for Neural Information Processing

Edited by Rajesh Kumar Tripathy, Ram Bilas Pachori ...

The book provides details regarding the application of various signal processing and artificial intelligence-based methods for electroencephalography data analysis. It will help readers in understanding the use of electroencephalography signals for different neural information processing and cognitive neuroscience applications. The book:Covers topics related to the application of signal processing ... Read more

$77.99 USD

The book provides details regarding the application of various signal processing and artificial intelligence-based methods for electroencephalography data analysis. It will help readers in understanding the use of electroencephalography signals for different neural information processing and cognitive neuroscience applications. The book:Covers topics related to the application of signal processing
... Read more
Image Processing for Cinema

by Marcelo Bertalmío ...

Series series Chapman & Hall/CRC Mathematical and Computational Imaging Sciences Series
Image Processing for Cinema presents a detailed overview of image processing techniques that are used in practice in digital cinema. The book shows how image processing has become ubiquitous in movie-making, from shooting to exhibition. It covers all the ways in which image processing algorithms are used to enhance, restore, adapt, and convert movi ... Read more

$98.99 USD

Image Processing for Cinema presents a detailed overview of image processing techniques that are used in practice in digital cinema. The book shows how image processing has become ubiquitous in movie-making, from shooting to exhibition. It covers all the ways in which image processing algorithms are used to enhance, restore, adapt, and convert movi
... Read more
GANs in Action

Deep learning with Generative Adversarial Networks

by Vladimir Bok, Jakub Langr ...

Deep learning systems have gotten really great at identifying patterns in text, images, and video. But applications that create realistic images, natural sentences and paragraphs, or native-quality translations have proven elusive. Generative Adversarial Networks, or GANs, offer a promising solution to these challenges by pairing two competing neural networks' one that generates content and the ... Read more

$49.99 USD

Deep learning systems have gotten really great at identifying patterns in text, images, and video. But applications that create realistic images, natural sentences and paragraphs, or native-quality translations have proven elusive. Generative Adversarial Networks, or GANs, offer a promising solution to these challenges by pairing two competing neural networks' one that generates content and the
... Read more
PostGIS in Action, Second Edition

by Leo S. Hsu, Regina O. Obe ...

SummaryPostGIS in Action, Second Edition teaches readers of all levels to write spatial queries that solve real-world problems. It first gives you a background in vector-, raster-, and topology-based GIS and then quickly moves into analyzing, viewing, and mapping data. This second edition covers PostGIS 2.0 and 2.1 series, PostgreSQL 9.1, 9.2, and 9.3 features, and shows you how to integrate with ... Read more

$38.99 USD

SummaryPostGIS in Action, Second Edition teaches readers of all levels to write spatial queries that solve real-world problems. It first gives you a background in vector-, raster-, and topology-based GIS and then quickly moves into analyzing, viewing, and mapping data. This second edition covers PostGIS 2.0 and 2.1 series, PostgreSQL 9.1, 9.2, and 9.3 features, and shows you how to integrate with
... Read more
Applied Medical Image Processing

A Basic Course

by Wolfgang Birkfellner ...

A widely used, classroom-tested text, Applied Medical Image Processing: A Basic Course delivers an ideal introduction to image processing in medicine, emphasizing the clinical relevance and special requirements of the field. Avoiding excessive mathematical formalisms, the book presents key principles by implementing algorithms from scratch and using simple MATLAB®/Octave scripts with image data ... Read more

$110.99 USD

A widely used, classroom-tested text, Applied Medical Image Processing: A Basic Course delivers an ideal introduction to image processing in medicine, emphasizing the clinical relevance and special requirements of the field. Avoiding excessive mathematical formalisms, the book presents key principles by implementing algorithms from scratch and using simple MATLAB®/Octave scripts with image data
... Read more
Signal and Image Processing for Remote Sensing

Edited by C.H. Chen ...

Series series Signal and Image Processing of Earth Observations
Advances in signal and image processing for remote sensing have been tremendous in recent years. The progress has been particularly significant with the use of deep learning based techniques to solve remote sensing problems. These advancements are the focus of this third edition of Signal and Image Processing for Remote Sensing. It emphasizes the use of machine learning approaches for the ... Read more

$234.99 USD

Advances in signal and image processing for remote sensing have been tremendous in recent years. The progress has been particularly significant with the use of deep learning based techniques to solve remote sensing problems. These advancements are the focus of this third edition of Signal and Image Processing for Remote Sensing. It emphasizes the use of machine learning approaches for the
... Read more
Intelligent Systems for Optical Networks Design: Advancing Techniques

Edited by Yousef S. Kavian, Z. Ghassemlooy ...

As the increased demand for high-speed communication creates an interest in the development of optical networks, intelligent all optical networks have emerged as the next generation for reliable and fast connections. Intelligent Systems for Optical Networks Design: Advancing Techniques is a comprehensive collection of research focused on theoretical and practical aspects of intelligent ... Read more

$166.99 USD

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As the increased demand for high-speed communication creates an interest in the development of optical networks, intelligent all optical networks have emerged as the next generation for reliable and fast connections. Intelligent Systems for Optical Networks Design: Advancing Techniques is a comprehensive collection of research focused on theoretical and practical aspects of intelligent
... Read more
Visual Object Tracking using Deep Learning

by Ashish Kumar ...

The e-book+ version of the book, Visual Object Tracking using Deep Learning, complements the other versions of the book. This ebook+ version provides extensive and elaborative details about the topic to improve the overall experience of the readers. The videos are recorded and embed in the appropriate sections of the book outline and explicate the key features of the book which include; an ... Read more

$66.99 USD

The e-book+ version of the book, Visual Object Tracking using Deep Learning, complements the other versions of the book. This ebook+ version provides extensive and elaborative details about the topic to improve the overall experience of the readers. The videos are recorded and embed in the appropriate sections of the book outline and explicate the key features of the book which include; an
... Read more
What to do with your Digital Photos

by 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 ... Read more

$0.99 USD

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
... Read more
The Image Processing Handbook

by John C. Russ, F. Brent Neal ...

Consistently rated as the best overall introduction to computer-based image processing, The Image Processing Handbook covers two-dimensional (2D) and three-dimensional (3D) imaging techniques, image printing and storage methods, image processing algorithms, image and feature measurement, quantitative image measurement analysis, and more.Incorporating image processing and analysis examples at all ... Read more

$134.99 USD

Consistently rated as the best overall introduction to computer-based image processing, The Image Processing Handbook covers two-dimensional (2D) and three-dimensional (3D) imaging techniques, image printing and storage methods, image processing algorithms, image and feature measurement, quantitative image measurement analysis, and more.Incorporating image processing and analysis examples at all
... Read more
Vein Pattern Recognition

A Privacy-Enhancing Biometric

by Chuck Wilson ...

As one of the most promising biometric technologies, vein pattern recognition (VPR) is quickly taking root around the world and may soon dominate applications where people focus is key. Among the reasons for VPR‘s growing acceptance and use: it is more accurate than many other biometric methods, it offers greater resistance to spoofing, it focuses ... Read more

$49.99 USD

As one of the most promising biometric technologies, vein pattern recognition (VPR) is quickly taking root around the world and may soon dominate applications where people focus is key. Among the reasons for VPR‘s growing acceptance and use: it is more accurate than many other biometric methods, it offers greater resistance to spoofing, it focuses
... Read more
Classification Methods for Remotely Sensed Data

by Taskin Kavzoglu, Brandt Tso, Paul M. Mather ...

The third edition of the bestselling Classification Methods for Remotely Sensed Data covers current state-of-the-art machine learning algorithms and developments in the analysis of remotely sensed data. This book is thoroughly updated to meet the needs of readers today and provides six new chapters on deep learning, feature extraction and selection, multisource image fusion, hyperparameter ... Read more

$189.99 USD

The third edition of the bestselling Classification Methods for Remotely Sensed Data covers current state-of-the-art machine learning algorithms and developments in the analysis of remotely sensed data. This book is thoroughly updated to meet the needs of readers today and provides six new chapters on deep learning, feature extraction and selection, multisource image fusion, hyperparameter
... Read more
Practical Handbook on Image Processing for Scientific and Technical Applications

by Bernd Jahne ...

The second edition of a bestseller, this book is a practical guide to image processing for the natural and technical sciences community. Students, practitioners, and researchers can gain immediate access to a sound basic knowledge of image processing by referencing general principles in the natural sciences. The book describes carefully selected algorithms in detail and demonstrates real-world ... Read more

$325.99 USD

The second edition of a bestseller, this book is a practical guide to image processing for the natural and technical sciences community. Students, practitioners, and researchers can gain immediate access to a sound basic knowledge of image processing by referencing general principles in the natural sciences. The book describes carefully selected algorithms in detail and demonstrates real-world
... Read more
Single-Sensor Imaging

Methods and Applications for Digital Cameras

Edited by Rastislav Lukac ...

Series series Image Processing Series
A Decade of Extraordinary GrowthThe past decade has brought a surge of growth in the technologies for digital color imaging, multidimensional signal processing, and visual scene analysis. These advances have been crucial to developing new camera-driven applications and commercial products in digital photography. Single-Sensor Imaging: Methods and Applications for Digital Cameras embraces this ... Read more

$234.99 USD

A Decade of Extraordinary GrowthThe past decade has brought a surge of growth in the technologies for digital color imaging, multidimensional signal processing, and visual scene analysis. These advances have been crucial to developing new camera-driven applications and commercial products in digital photography. Single-Sensor Imaging: Methods and Applications for Digital Cameras embraces this
... Read more
Remote Sensing Handbook, Volume III

Agriculture, Food Security, Rangelands, Vegetation, Phenology, and Soils

Edited by Prasad S. Thenkabail ...

Series series Remote Sensing Handbook
Volume III of the Six Volume Remote Sensing Handbook, Second Edition, is focused on agriculture; food security; vegetation; phenology; rangelands; soils; and global biomass modeling, mapping, and monitoring using multi-sensor remote sensing. It discusses the application of remote sensing in agriculture systems analysis, phenology, cropland mapping and modeling, terrestrial vegetation studies, ... Read more

$280.99 USD

Volume III of the Six Volume Remote Sensing Handbook, Second Edition, is focused on agriculture; food security; vegetation; phenology; rangelands; soils; and global biomass modeling, mapping, and monitoring using multi-sensor remote sensing. It discusses the application of remote sensing in agriculture systems analysis, phenology, cropland mapping and modeling, terrestrial vegetation studies,
... Read more
Deep Learning in Object Detection and Recognition

Edited by Xiaoyue Jiang, Abdenour Hadid, Yanwei Pang, Eric Granger, Xiaoyi Feng ...

This book discusses recent advances in object detection and recognition using deep learning methods, which have achieved great success in the field of computer vision and image processing. It provides a systematic and methodical overview of the latest developments in deep learning theory and its applications to computer vision, illustrating them using key topics, including object detection, face ... Read more

$170.99 USD

This book discusses recent advances in object detection and recognition using deep learning methods, which have achieved great success in the field of computer vision and image processing. It provides a systematic and methodical overview of the latest developments in deep learning theory and its applications to computer vision, illustrating them using key topics, including object detection, face
... Read more
Image Operators

Image Processing in Python

by Jason M. Kinser ...

For decades, researchers have been developing algorithms to manipulate and analyze images. From this, a common set of image tools now appear in many high-level programming languages. Consequently, the amount of coding required by a user has significantly lessened over the years. While the libraries for image analysis are coalescing to a common toolkit, the language of image analysis has remained ... Read more

$73.99 USD

For decades, researchers have been developing algorithms to manipulate and analyze images. From this, a common set of image tools now appear in many high-level programming languages. Consequently, the amount of coding required by a user has significantly lessened over the years. While the libraries for image analysis are coalescing to a common toolkit, the language of image analysis has remained
... Read more
Fundamentals of Deep Learning and Computer Vision

by Singh Nikhil ...

Master Computer Vision concepts using Deep Learning with easy-to-follow steps Key Featuresa- Setting up the Python and TensorFlow environmenta- Learn core Tensorflow concepts with the latest TF version 2.0a- Learn Deep Learning for computer vision applications a- Understand different computer vision concepts and use-casesa- Understand different state-of-the-art CNN architectures a- Build deep ... Read more

$15.99 USD

Master Computer Vision concepts using Deep Learning with easy-to-follow steps Key Featuresa- Setting up the Python and TensorFlow environmenta- Learn core Tensorflow concepts with the latest TF version 2.0a- Learn Deep Learning for computer vision applications a- Understand different computer vision concepts and use-casesa- Understand different state-of-the-art CNN architectures a- Build deep
... Read more
3D Graphics for Game Programming

by JungHyun Han ...

Designed for advanced undergraduate and beginning graduate courses, 3D Graphics for Game Programming presents must-know information for success in interactive graphics. Assuming a minimal prerequisite understanding of vectors and matrices, it also provides sufficient mathematical background for game developers to combine their previous experie ... Read more

Was $140.99 USD Now $125.99 USD

Designed for advanced undergraduate and beginning graduate courses, 3D Graphics for Game Programming presents must-know information for success in interactive graphics. Assuming a minimal prerequisite understanding of vectors and matrices, it also provides sufficient mathematical background for game developers to combine their previous experie
... Read more
Energy 4.0

Trends, Challenges, and Applications

Edited by Gulshan Sharma, Pitshou N. Bokoro, Sudeep Tanwar ...

The text provides insight into renewable technologies, and their challenges in terms of design, efficiency, implementation, and solutions to mitigate the problem of energy crisis. It will help the readers to understand the role of the fourth industrial revolution technologies in developing user-friendly, economic, and implementable solutions to mitigate the present and future energy crisis through ... Read more

$77.99 USD

The text provides insight into renewable technologies, and their challenges in terms of design, efficiency, implementation, and solutions to mitigate the problem of energy crisis. It will help the readers to understand the role of the fourth industrial revolution technologies in developing user-friendly, economic, and implementable solutions to mitigate the present and future energy crisis through
... Read more

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