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Computer Age Statistical Inference

Algorithms, Evidence, and Data Science

de Bradley Efron, Trevor Hastie ...

Séries Livros: 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 ... Leia mais

R$ 377,99

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
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Experimental Human-Computer Interaction

A Practical Guide with Visual Examples

de Helen C. Purchase ...

Experiments that require the use of human participants are time consuming and costly: it is important to get the process right the first time. Planning and preparation are key to success. This practical book takes the human-computer interaction researcher through the complete experimental process, from identifying a research question to designing and conducting an experiment, and then to analysing ... Leia mais

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Experiments that require the use of human participants are time consuming and costly: it is important to get the process right the first time. Planning and preparation are key to success. This practical book takes the human-computer interaction researcher through the complete experimental process, from identifying a research question to designing and conducting an experiment, and then to analysing
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The Cambridge Handbook of Cognitive Linguistics

Editado por Barbara Dancygier ...

Séries series Cambridge Handbooks in Language and Linguistics
The best survey of cognitive linguistics available, this Handbook provides a thorough explanation of its rich methodology, key results, and interdisciplinary context. With in-depth coverage of the research questions, basic concepts, and various theoretical approaches, the Handbook addresses newly emerging subfields and shows their contribution to the discipline. The Handbook introduces fields of ... Leia mais

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The best survey of cognitive linguistics available, this Handbook provides a thorough explanation of its rich methodology, key results, and interdisciplinary context. With in-depth coverage of the research questions, basic concepts, and various theoretical approaches, the Handbook addresses newly emerging subfields and shows their contribution to the discipline. The Handbook introduces fields of
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Algorithms on Strings, Trees, and Sequences

Computer Science and Computational Biology

de Dan Gusfield ...

String algorithms are a traditional area of study in computer science. In recent years their importance has grown dramatically with the huge increase of electronically stored text and of molecular sequence data (DNA or protein sequences) produced by various genome projects. This book is a general text on computer algorithms for string processing. In addition to pure computer science, the book ... Leia mais

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String algorithms are a traditional area of study in computer science. In recent years their importance has grown dramatically with the huge increase of electronically stored text and of molecular sequence data (DNA or protein sequences) produced by various genome projects. This book is a general text on computer algorithms for string processing. In addition to pure computer science, the book
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Building Computer Vision Projects with OpenCV 4 and C++

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de David Millán Escrivá, Prateek Joshi, Vinícius G. Mendonça, Roy Shilkrot ...

Delve into practical computer vision and image processing projects and get up to speed with advanced object detection techniques and machine learning algorithmsKey FeaturesDiscover best practices for engineering and maintaining OpenCV projectsExplore important deep learning tools for image classificationUnderstand basic image matrix formats and filtersBook DescriptionOpenCV is one of the best open ... Leia mais

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Delve into practical computer vision and image processing projects and get up to speed with advanced object detection techniques and machine learning algorithmsKey FeaturesDiscover best practices for engineering and maintaining OpenCV projectsExplore important deep learning tools for image classificationUnderstand basic image matrix formats and filtersBook DescriptionOpenCV is one of the best open
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Automated Machine Learning

Methods, Systems, Challenges

Editado por Frank Hutter, Lars Kotthoff, Joaquin Vanschoren ...

Séries 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 ... Leia mais

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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
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Measuring Shape

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

"John Russ is the master of explaining how image processing gets applied to real-world situations. With Brent Neal, he’s done it again in Measuring Shape, this time explaining an expanded toolbox of techniques that includes useful, state-of-the-art methods that can be applied to the broad problem of understanding, characterizing, and measuring shape. He has a gift for finding the kernel of a ... Leia mais

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Image Operators

Image Processing in Python

de 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 ... Leia mais

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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
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Biomedical Signal and Image Processing

de 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 ... Leia mais

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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
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Cloudera Administration Handbook

de Rohit Menon ...

An easy-to-follow Apache Hadoop administrator's guide filled with practical screenshots and explanations for each step and configuration. This book is great for administrators interested in setting up and managing a large Hadoop cluster. If you are an administrator, or want to be an administrator, and you are ready to build and maintain a production-level cluster running CDH5, then this book is ... Leia mais

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An easy-to-follow Apache Hadoop administrator's guide filled with practical screenshots and explanations for each step and configuration. This book is great for administrators interested in setting up and managing a large Hadoop cluster. If you are an administrator, or want to be an administrator, and you are ready to build and maintain a production-level cluster running CDH5, then this book is
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Artificial Intelligence and Machine Learning Techniques in Image Processing and Computer Vision

Editado por Karm Veer Arya, Ciro Rodriguez Rodriguez, Saurabh Singh, Abhishek Singhal ...

This new volume provides in-depth and detailed knowledge about the latest research in image processing and computer vision techniques. Explaining the machine learning algorithms and models involved, the authors differentiate between the various algorithms available and how to choose which to use for the most precise results for a specific task involving certain constraints. The volume provides ... Leia mais

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This new volume provides in-depth and detailed knowledge about the latest research in image processing and computer vision techniques. Explaining the machine learning algorithms and models involved, the authors differentiate between the various algorithms available and how to choose which to use for the most precise results for a specific task involving certain constraints. The volume provides
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A Beginner’s Guide to Image Preprocessing Techniques

de Jyotismita Chaki, Nilanjan Dey ...

Séries series Intelligent Signal Processing and Data Analysis
For optimal computer vision outcomes, attention to image pre-processing is required so that one can improve image features by eliminating unwanted falsification. This book emphasizes various image pre-processing methods which are necessary for early extraction of features from the image. Effective use of image pre-processing can offer advantages and resolve complications that finally results in ... Leia mais

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For optimal computer vision outcomes, attention to image pre-processing is required so that one can improve image features by eliminating unwanted falsification. This book emphasizes various image pre-processing methods which are necessary for early extraction of features from the image. Effective use of image pre-processing can offer advantages and resolve complications that finally results in
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High Efficiency Video Coding and Other Emerging Standards

de K.R. Rao, J.J. Hwang, D.N. Kim ...

High Efficiency Video Coding and Other Emerging Standards provides an overview of high efficiency video coding (HEVC) and all its extensions and profiles. There are nearly 300 projects and problems included, and about 400 references related to HEVC alone. Next generation video coding (NGVC) beyond HEVC is also described. Other video coding standards such as AVS2, DAALA, THOR, VP9 (Google), DIRAC, ... Leia mais

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High Efficiency Video Coding and Other Emerging Standards provides an overview of high efficiency video coding (HEVC) and all its extensions and profiles. There are nearly 300 projects and problems included, and about 400 references related to HEVC alone. Next generation video coding (NGVC) beyond HEVC is also described. Other video coding standards such as AVS2, DAALA, THOR, VP9 (Google), DIRAC,
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Acceleration of Biomedical Image Processing with Dataflow on FPGAs

de Frederik Grull, Udo Kebschull ...

Short compute times are crucial for timely diagnostics in biomedical applications, but lead to a high demand in computing for new and improved imaging techniques. In this book reconfigurable computing with FPGAs is discussed as an alternative to multi-core processing and graphics card accelerators. Instead of adjusting the application to the hardware, FPGAs allow the hardware to also be adjusted ... Leia mais

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Short compute times are crucial for timely diagnostics in biomedical applications, but lead to a high demand in computing for new and improved imaging techniques. In this book reconfigurable computing with FPGAs is discussed as an alternative to multi-core processing and graphics card accelerators. Instead of adjusting the application to the hardware, FPGAs allow the hardware to also be adjusted
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Human Walking in Virtual Environments

Perception, Technology, and Applications

Editado por Frank Steinicke, Yon Visell, Jennifer Campos, Anatole Lécuyer ...

This book presents a survey of past and recent developments on human walking in virtual environments with an emphasis on human self-motion perception, the multisensory nature of experiences of walking, conceptual design approaches, current technologies, and applications. The use of Virtual Reality and movement simulation systems is becoming increasingly popular and more accessible to a wide ... Leia mais

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This book presents a survey of past and recent developments on human walking in virtual environments with an emphasis on human self-motion perception, the multisensory nature of experiences of walking, conceptual design approaches, current technologies, and applications. The use of Virtual Reality and movement simulation systems is becoming increasingly popular and more accessible to a wide
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Compressive Sensing for Wireless Communication

de Radha Sankararajan, Hemalatha Rajendran, Aasha Nandhini Sukumaran ...

Compressed Sensing (CS) is a promising method that recovers the sparse and compressible signals from severely under-sampled measurements. CS can be applied to wireless communication to enhance its capabilities. As this technology is proliferating, it is possible to explore its need and benefits for emerging applicationsCompressive Sensing for Wireless Communication provides:* A clear insight into ... Leia mais

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Compressed Sensing (CS) is a promising method that recovers the sparse and compressible signals from severely under-sampled measurements. CS can be applied to wireless communication to enhance its capabilities. As this technology is proliferating, it is possible to explore its need and benefits for emerging applicationsCompressive Sensing for Wireless Communication provides:* A clear insight into
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Advanced Digital Imaging Laboratory Using MATLAB®

de Leonid P Yaroslavsky ...

Séries series IOP Expanding Physics
In this book, Prof. Yaroslavsky delivers a complete applied course in digital imaging aimed at advanced students and practitioners. Covering all areas of digital imaging, the text provides an outline of underlying principles of each topic before offering more than 80 MATLAB® based exercises. Subjects addressed embrace image digitization (discretization, quantization, compression), digital image ... Leia mais

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In this book, Prof. Yaroslavsky delivers a complete applied course in digital imaging aimed at advanced students and practitioners. Covering all areas of digital imaging, the text provides an outline of underlying principles of each topic before offering more than 80 MATLAB® based exercises. Subjects addressed embrace image digitization (discretization, quantization, compression), digital image
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Structural Pattern Recognition using Graph Matching

Approximate and Error-Tolerant Algorithms

de Shri Prakash Dwivedi, Ravi Shankar Singh ...

This book presents a comprehensive exploration of structural pattern recognition with a clear understanding of graph representation and manipulation. It explains graph matching techniques, unearthing the core principles of graph similarity measures, subgraph isomorphism, and advanced algorithms tailored to various pattern recognition tasks. It bridges the gap between theory and application by ... Leia mais

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This book presents a comprehensive exploration of structural pattern recognition with a clear understanding of graph representation and manipulation. It explains graph matching techniques, unearthing the core principles of graph similarity measures, subgraph isomorphism, and advanced algorithms tailored to various pattern recognition tasks. It bridges the gap between theory and application by
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Variational Methods in Image Processing

de Luminita A. Vese, Carole Le Guyader ...

Séries series Chapman & Hall/CRC Mathematical and Computational Imaging Sciences Series
Variational Methods in Image Processing presents the principles, techniques, and applications of variational image processing. The text focuses on variational models, their corresponding Euler–Lagrange equations, and numerical implementations for image processing. It balances traditional computational models with more modern techniques that solve the latest challenges introduced by new image ... Leia mais

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Variational Methods in Image Processing presents the principles, techniques, and applications of variational image processing. The text focuses on variational models, their corresponding Euler–Lagrange equations, and numerical implementations for image processing. It balances traditional computational models with more modern techniques that solve the latest challenges introduced by new image
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Diffusion-Driven Wavelet Design for Shape Analysis

de Tingbo Hou, Hong Qin ...

From Design Methods and Generation Schemes to State-of-the-Art ApplicationsWavelets are powerful tools for functional analysis and geometry processing, enabling researchers to determine the structure of data and analyze 3D shapes. Suitable for researchers in computer graphics, computer vision, visualization, medical imaging, and geometric modeling ... Leia mais

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From Design Methods and Generation Schemes to State-of-the-Art ApplicationsWavelets are powerful tools for functional analysis and geometry processing, enabling researchers to determine the structure of data and analyze 3D shapes. Suitable for researchers in computer graphics, computer vision, visualization, medical imaging, and geometric modeling
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Combinatorial Maps

Efficient Data Structures for Computer Graphics and Image Processing

de Guillaume Damiand, Pascal Lienhardt ...

A Versatile Framework for Handling Subdivided Geometric ObjectsCombinatorial Maps: Efficient Data Structures for Computer Graphics and Image Processing gathers important ideas related to combinatorial maps and explains how the maps are applied in geometric modeling and image processing. It focuses on two subclasses of combinatorial maps: n-Gmaps an ... Leia mais

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A Versatile Framework for Handling Subdivided Geometric ObjectsCombinatorial Maps: Efficient Data Structures for Computer Graphics and Image Processing gathers important ideas related to combinatorial maps and explains how the maps are applied in geometric modeling and image processing. It focuses on two subclasses of combinatorial maps: n-Gmaps an
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Image and Video Processing in the Compressed Domain

de Jayanta Mukhopadhyay ...

Developing concepts from first principles, this book presents the fundamentals, properties, and applications of a variety of image transforms used in image and video compression. It introduces popular image and video compression algorithms, including JPEG2000 and MPEG-2, and elucidates the definitions and properties of various transforms, such as the DCT and DWT. The author discusses core image ... Leia mais

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Developing concepts from first principles, this book presents the fundamentals, properties, and applications of a variety of image transforms used in image and video compression. It introduces popular image and video compression algorithms, including JPEG2000 and MPEG-2, and elucidates the definitions and properties of various transforms, such as the DCT and DWT. The author discusses core image
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Data Literacy: Unleashing the Power of Knowledge

de Sayfalar ...

We are living in the information age, and data has become an integral part of our daily lives. However, understanding and utilizing the value of data has become one of the essential skills of the information age. This is where the book "Data Literacy: Unleashing the Power of Knowledge" comes into play."Data Literacy: Unleashing the Power of Knowledge" has the potential to be an indispensable ... Leia mais

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We are living in the information age, and data has become an integral part of our daily lives. However, understanding and utilizing the value of data has become one of the essential skills of the information age. This is where the book "Data Literacy: Unleashing the Power of Knowledge" comes into play."Data Literacy: Unleashing the Power of Knowledge" has the potential to be an indispensable
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Hyperspectral Remote Sensing

Principles and Applications

de Marcus Borengasser, William S. Hungate, Russell Watkins ...

Séries series Remote Sensing Applications Series
Land management issues, such as mapping tree species, recognizing invasive plants, and identifying key geologic features, require an understanding of complex technical issues before the best decisions can be made. Hyperspectral remote sensing is one the technologies that can help with reliable detection and identification. Presenting the fundamenta ... Leia mais

R$ 543,70

Land management issues, such as mapping tree species, recognizing invasive plants, and identifying key geologic features, require an understanding of complex technical issues before the best decisions can be made. Hyperspectral remote sensing is one the technologies that can help with reliable detection and identification. Presenting the fundamenta
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Recomendados para você

eBooks sobre Processamento de dados óticos

Computer Age Statistical Inference

Experimental Human-Computer Interaction

The Cambridge Handbook of Cognitive Linguistics

Algorithms on Strings, Trees, and Sequences

Building Computer Vision Projects with OpenCV 4 and C++

Automated Machine Learning

Measuring Shape

Image Operators

Biomedical Signal and Image Processing

Cloudera Administration Handbook

Artificial Intelligence and Machine Learning Techniques in Image Processing and Computer Vision

A Beginner’s Guide to Image Preprocessing Techniques

High Efficiency Video Coding and Other Emerging Standards

Acceleration of Biomedical Image Processing with Dataflow on FPGAs

Human Walking in Virtual Environments

Compressive Sensing for Wireless Communication

Advanced Digital Imaging Laboratory Using MATLAB®

Structural Pattern Recognition using Graph Matching

Variational Methods in Image Processing

Diffusion-Driven Wavelet Design for Shape Analysis

Combinatorial Maps

Image and Video Processing in the Compressed Domain

Data Literacy: Unleashing the Power of Knowledge

Hyperspectral Remote Sensing