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Incluye libros electrónicos

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Applications, Opportunities, and Challenges

Edición de Arun PV, Jocelyn Chanussot, B Krishna Mohan, D Nagesh Kumar, Alok Porwal ...

The role of artificial intelligence is crucial in the domain of Earth Observation (EO) data analysis. Deep learning-based approaches have improved accuracy, but they have affected the reliability and transparency of EO data. It is critical to improve the explainability of EO data analysis algorithms and complex deep learning models to ensure the quality of spatial decisions. This book discusses ... Leer más

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The role of artificial intelligence is crucial in the domain of Earth Observation (EO) data analysis. Deep learning-based approaches have improved accuracy, but they have affected the reliability and transparency of EO data. It is critical to improve the explainability of EO data analysis algorithms and complex deep learning models to ensure the quality of spatial decisions. This book discusses
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Regularized Image Reconstruction in Parallel MRI with MATLAB

de Joseph Suresh Paul, Raji Susan Mathew ...

Regularization becomes an integral part of the reconstruction process in accelerated parallel magnetic resonance imaging (pMRI) due to the need for utilizing the most discriminative information in the form of parsimonious models to generate high quality images with reduced noise and artifacts. Apart from providing a detailed overview and implementation details of various pMRI reconstruction ... Leer más

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Regularization becomes an integral part of the reconstruction process in accelerated parallel magnetic resonance imaging (pMRI) due to the need for utilizing the most discriminative information in the form of parsimonious models to generate high quality images with reduced noise and artifacts. Apart from providing a detailed overview and implementation details of various pMRI reconstruction
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Computational Photography

Methods and Applications

Edición de Rastislav Lukac ...

Series series Digital Imaging and Computer Vision
Computational photography refers broadly to imaging techniques that enhance or extend the capabilities of digital photography. This new and rapidly developing research field has evolved from computer vision, image processing, computer graphics and applied optics—and numerous commercial products capitalizing on its principles have already appeared in diverse market applications, due to the gradual ... Leer más

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Computational photography refers broadly to imaging techniques that enhance or extend the capabilities of digital photography. This new and rapidly developing research field has evolved from computer vision, image processing, computer graphics and applied optics—and numerous commercial products capitalizing on its principles have already appeared in diverse market applications, due to the gradual
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Contemporary Holography

de C. S. Narayanamurthy ...

Series series Multidisciplinary and Applied Optics
This book is unique in covering most of the developments on optical holographic techniques since holography’s invention in 1947 by Dennis Gabor. Starting from conventional holography with photopolymer recording techniques to CCD(Charge Coupled Device)-based digital holography, this book covers the spectrum of contemporary holographic techniques. The first chapter deals with conventional ... Leer más

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This book is unique in covering most of the developments on optical holographic techniques since holography’s invention in 1947 by Dennis Gabor. Starting from conventional holography with photopolymer recording techniques to CCD(Charge Coupled Device)-based digital holography, this book covers the spectrum of contemporary holographic techniques. The first chapter deals with conventional
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High-Dimensional Statistics

A Non-Asymptotic Viewpoint

de Martin J. Wainwright ...

Series Libro 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 ... Leer más

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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
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Machine Learning in Multimedia

Unlocking the Power of Visual and Auditory Intelligence

Edición de Suman Kumar Swarnkar, Annu Sharma, J. Somasekar, Bharat Bhushan ...

Series series Innovations in Multimedia, Virtual Reality and Augmentation
This book explores the interdisciplinary nature of machine learning in multimedia, highlighting its intersections with fields such as computer vision, natural language processing, and audio signal processing.Machine Learning in Multimedia: Unlocking the Power of Visual and Auditory Intelligence serves as a comprehensive guide to navigating this exciting terrain where artificial intelligence meets ... Leer más

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This book explores the interdisciplinary nature of machine learning in multimedia, highlighting its intersections with fields such as computer vision, natural language processing, and audio signal processing.Machine Learning in Multimedia: Unlocking the Power of Visual and Auditory Intelligence serves as a comprehensive guide to navigating this exciting terrain where artificial intelligence meets
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Intelligent Image and Video Interpretation: Algorithms and Applications

Edición de Jing Tian, Li Chen ...

Due to increasing potential in real-world applications such as visual communications, computer assisted biomedical imaging, and video surveillance, image and video interpretations have become an area of growing interest. Intelligent Image and Video Interpretation: Algorithms and Applications covers all aspects of image and video analysis from low-level early visions to high-level recognition. This ... Leer más

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Due to increasing potential in real-world applications such as visual communications, computer assisted biomedical imaging, and video surveillance, image and video interpretations have become an area of growing interest. Intelligent Image and Video Interpretation: Algorithms and Applications covers all aspects of image and video analysis from low-level early visions to high-level recognition. This
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Remote Sensing from Space

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Edición de Stefan Schneiderbauer, Martino Pesaresi, Gunter Zeug, Bhupendra Jasani ...

David Stevens Space-based information, which includes earth observation data, is increasingly becoming an integral part of our lives. We have been relying for decades on data obtained from meteorological satellites for updates on the weather and to monitor weather-related natural disasters such as hurricanes. We now count on our personal satellite-based navigation systems to guide us to the ... Leer más

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David Stevens Space-based information, which includes earth observation data, is increasingly becoming an integral part of our lives. We have been relying for decades on data obtained from meteorological satellites for updates on the weather and to monitor weather-related natural disasters such as hurricanes. We now count on our personal satellite-based navigation systems to guide us to the
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Solving Mechanical Design Problems with Computer Graphics

de Jerome Lange ...

Series series Mechanical Engineering
This book acquaints the reader with interactive computer graphics and how they are being used in the analysis of mechanical design problems. It covers four mechanical design topics: the graphics model, mass properties, stress and strain, and kinematic and kinetic analysis. ... Leer más

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This book acquaints the reader with interactive computer graphics and how they are being used in the analysis of mechanical design problems. It covers four mechanical design topics: the graphics model, mass properties, stress and strain, and kinematic and kinetic analysis.
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Introduction to Inverse Problems in Imaging

de M. Bertero, P. Boccacci, Christine De Mol ...

Fully updated throughout and with several new chapters, this second edition of***Introduction to Inverse Problems in Imaging*** guides advanced undergraduate and graduate students in physics, computer science, mathematics and engineering through the principles of linear inverse problems, in addition to methods of their approximate solution and their practical applications in imaging.This second ... Leer más

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Fully updated throughout and with several new chapters, this second edition of***Introduction to Inverse Problems in Imaging*** guides advanced undergraduate and graduate students in physics, computer science, mathematics and engineering through the principles of linear inverse problems, in addition to methods of their approximate solution and their practical applications in imaging.This second
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Visual Sensing and Ubiquitous Computing

Edición de Md Atiqur Rahman Ahad, Anton Nijholt, Md Abdus Samad Kamal, Björn Schuller, Matthew A. Turk ...

Series series Ubiquitous Computing, Healthcare and Well-being
Visual Sensing and Ubiquitous Computing explores applied machine learning and deep learning in the field of sensing, vision and sensor-based applications. It includes a series of methodologies, exploration of new applications, presentations on relevant datasets, challenging applications, guidelines, ideas and future scopes.Edited by leading experts in these arenas, the book will be of great ... Leer más

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Visual Sensing and Ubiquitous Computing explores applied machine learning and deep learning in the field of sensing, vision and sensor-based applications. It includes a series of methodologies, exploration of new applications, presentations on relevant datasets, challenging applications, guidelines, ideas and future scopes.Edited by leading experts in these arenas, the book will be of great
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Rough Fuzzy Image Analysis

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Edición de Sankar K. Pal, James F. Peters ...

Series series Chapman & Hall/CRC Mathematical and Computational Imaging Sciences Series
Fuzzy sets, near sets, and rough sets are useful and important stepping stones in a variety of approaches to image analysis. These three types of sets and their various hybridizations provide powerful frameworks for image analysis. Emphasizing the utility of fuzzy, near, and rough sets in image analysis, Rough Fuzzy Image Analysis: Foundations and ... Leer más

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Fuzzy sets, near sets, and rough sets are useful and important stepping stones in a variety of approaches to image analysis. These three types of sets and their various hybridizations provide powerful frameworks for image analysis. Emphasizing the utility of fuzzy, near, and rough sets in image analysis, Rough Fuzzy Image Analysis: Foundations and
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Edición de Karm Veer Arya, Ciro Rodriguez Rodriguez, Saurabh Singh, Abhishek Singhal ...

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Generative AI for Remote Sensing of the Environment

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This book explores the cutting-edge integration of generative artifical intelligence (AI) techniques to enhance environmental remote sensing, providing a comprehensive guide from foundational algorithms to practical applications. It explains how advanced AI technology can be used to improve the way we monitor and understand the environment from a distance, such as through satellites or drones. It
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Circular and Linear Regression

Fitting Circles and Lines by Least Squares

de Nikolai Chernov ...

Series series Chapman & Hall/CRC Monographs on Statistics and Applied Probability
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This book is based on satellite image processing, focusing on the potential of hyperspectral image processing (HIP) research with a case study-based approach. It covers the background, objectives, and practical issues related to HIP and substantiates the needs and potentials of said technology for discrimination of pure and mixed endmembers in pixels, including unsupervised target detection
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Multispectral Image Analysis Using the Object-Oriented Paradigm

de Kumar Navulur ...

Series series Remote Sensing Applications Series
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Bringing a fresh new perspective to remote sensing, object-based image analysis is a paradigm shift from the traditional pixel-based approach. Featuring various practical examples to provide understanding of this new modus operandi, Multispectral Image Analysis Using the Object-Oriented Paradigm reviews the current image analysis methods and demonstrates advantages to improve information
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Nonlinear Signal and Image Processing

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Edición de Kenneth E. Barner, Gonzalo R. Arce ...

Series series Electrical Engineering & Applied Signal Processing Series
Nonlinear signal and image processing methods are fast emerging as an alternative to established linear methods for meeting the challenges of increasingly sophisticated applications. Advances in computing performance and nonlinear theory are making nonlinear techniques not only viable, but practical. This book details recent advances in nonl ... Leer más

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Distributed Computing Innovations for Business, Engineering, and Science

Edición de Alfred Waising Loo ...

In recent years, distributed systems and computing applications continue to increase its approaches towards business, engineering, and science. Distributed Computing Innovations for Business, Engineering, and Science is a collection of widespread research providing relevant theoretical frameworks and research findings on the applications of distributed computing innovations to the business, ... Leer más

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In recent years, distributed systems and computing applications continue to increase its approaches towards business, engineering, and science. Distributed Computing Innovations for Business, Engineering, and Science is a collection of widespread research providing relevant theoretical frameworks and research findings on the applications of distributed computing innovations to the business,
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A Sampler of Useful Computational Tools for Applied Geometry, Computer Graphics, and Image Processing

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A Sampler of Useful Computational Tools for Applied Geometry, Computer Graphics, and Image Processing shows how to use a collection of mathematical techniques to solve important problems in applied mathematics and computer science areas. The book discusses fundamental tools in analytical geometry and linear algebra. It covers a wide range of topics
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New Directions in Behavioral Biometrics

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Automatic biometrics recognition techniques are increasingly important in corporate and public security systems and have increased in methods due to rapid field development. This book discusses classic behavioral biometrics as well as collects the latest advances in techniques, theoretical approaches, and dynamic applications. This future-looking book is an important reference tool for researchers ... Leer más

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Fundamentals, Algorithms, and Standards, Third Edition

de Yun-Qing Shi, Huifang Sun ...

Series series Image Processing Series
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The latest edition provides a comprehensive foundation for image and video compression. It covers HEVC/H.265 and future video coding activities, in addition to Internet Video Coding. The book features updated chapters and content, along with several new chapters and sections. It adheres to the current international standards, including the JPEG standard.
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Hybrid Encryption Algorithms over Wireless Communication Channels

de Mai Helmy Shaheen ...

This book presents novel hybrid encryption algorithms that possess many different characteristics. In particular, “Hybrid Encryption Algorithms over Wireless Communication Channels”, examines encrypted image and video data for the purpose of secure wireless communications. A study of two different families of encryption schemes are introduced: namely, permutation-based and diffusion-based schemes. ... Leer más

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This book presents novel hybrid encryption algorithms that possess many different characteristics. In particular, “Hybrid Encryption Algorithms over Wireless Communication Channels”, examines encrypted image and video data for the purpose of secure wireless communications. A study of two different families of encryption schemes are introduced: namely, permutation-based and diffusion-based schemes.
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Non-Functional Properties in Service Oriented Architecture: Requirements, Models and Methods

Edición de Nikola Milanovic ...

Service Oriented Architecture (SOA) is the paradigm for software and system specification, design, implementation and management that intends to shape and dominate IT and business landscapes in the near future. Non-Functional Properties in Service Oriented Architecture: Requirements, Models and Methods offers a selection of chapters that cover three important aspects related to the use of non ... Leer más

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Service Oriented Architecture (SOA) is the paradigm for software and system specification, design, implementation and management that intends to shape and dominate IT and business landscapes in the near future. Non-Functional Properties in Service Oriented Architecture: Requirements, Models and Methods offers a selection of chapters that cover three important aspects related to the use of non
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Recomendado para ti

eBooks de Procesamiento óptico de datos

Explainable AI for Earth Observation Data Analysis

Regularized Image Reconstruction in Parallel MRI with MATLAB

Computational Photography

Contemporary Holography

High-Dimensional Statistics

Machine Learning in Multimedia

Intelligent Image and Video Interpretation: Algorithms and Applications

Remote Sensing from Space

Solving Mechanical Design Problems with Computer Graphics

Introduction to Inverse Problems in Imaging

Visual Sensing and Ubiquitous Computing

Rough Fuzzy Image Analysis

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

Generative AI for Remote Sensing of the Environment

Circular and Linear Regression

Non-Linear Spectral Unmixing of Hyperspectral Data

Multispectral Image Analysis Using the Object-Oriented Paradigm

Nonlinear Signal and Image Processing

Distributed Computing Innovations for Business, Engineering, and Science

A Sampler of Useful Computational Tools for Applied Geometry, Computer Graphics, and Image Processing

New Directions in Behavioral Biometrics

Image and Video Compression for Multimedia Engineering

Hybrid Encryption Algorithms over Wireless Communication Channels

Non-Functional Properties in Service Oriented Architecture: Requirements, Models and Methods