The fifth edition of this core textbook in advanced remote sensing continues to maintain its emphasis on statistically motivated, data-driven techniques for remote sensing image analysis. The theoretical substance remains essentially the same, wit...Loe edasi...
This book focuses on the mathematical and physical foundations of remote sensing digital image processing and introduces key algorithms utilized in this area. The book fully introduces the basic mathematical and physical process of digital imaging...Loe edasi...
In recent years, non-linear optimization has had a crucial role in the development of modern techniques at the interface of machine learning and imaging. The present book is a collection of recent contributions in the field of optimization, either...Loe edasi...
Sari: Series In Machine Perception And Artificial Intelligence
(Ilmumisaeg: 20-Sep-2024, Hardback, Kirjastus: World Scientific Publishing Co Pte Ltd, ISBN-13: 9789811284045)
This 3rd edition tackles the basic principle of deep learning as well as the application of combination of wavelet theory with deep learning to pattern recognition. Five new chapters related to the combination of wavelet theory and deep learning are...Loe edasi...
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 engin...Loe edasi...
The book is designed to serve as a textbook for advanced undergraduate and graduate students enrolled in physics and electronics and communication engineering and mathematics. The book provides an introduction to Fourier optics in light of new dev...Loe edasi...
This book provides a thorough overview of recent methods using higher level information (object or scene level) for advanced tasks such as image understanding along with their applications to medical images. Advanced methods for fuzzy image processin...Loe edasi...
This book focuses on the mathematical and physical foundations of remote sensing digital image processing and introduces key algorithms utilized in this area. The book fully introduces the basic mathematical and physical process of digital imaging...Loe edasi...
This book explains why the finite topological space known as abstract cell complex is important for successful image processing and presents image processing methods based on abstract cell complex, especially for tracing and encoding of boundari...Loe edasi...
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This fourth edition is focused on the development and implementation of statistically motivated, data-driven techniques through a tight interweaving of statistical and machine learning theory with algorithms and computer codes. The material is sel...Loe edasi...
Computer Vision: Algorithms and Applications explores the variety of techniques used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both in specialized appli...Loe edasi...
(Ilmumisaeg: 03-Jan-2023, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031183522)
The book is designed to serve as a textbook for advanced undergraduate and graduate students enrolled in physics and electronics and communication engineering and mathematics. The book provides an introduction to Fourier optics in light of new dev...Loe edasi...
(Ilmumisaeg: 02-Jan-2023, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031194245)
This book provides a thorough overview of recent methods using higher level information (object or scene level) for advanced tasks such as image understanding along with their applications to medical images. Advanced methods for fuzzy image processin...Loe edasi...
(Ilmumisaeg: 25-Oct-2022, Hardback, Kirjastus: MIT Press, ISBN-13: 9780262046473)
A comprehensive and up-to-date textbook and reference for computational imaging, which combines vision, graphics, signal processing, and optics.Computational imaging involves the joint design of imaging hardware and computer algorithms...Loe edasi...
This book contains eleven original and survey scientific research articles arose from presentations given by invited speakers at International Workshop on Image Processing and Inverse Problems, held in Beijing Computational Science Research Center,...Loe edasi...
(Ilmumisaeg: 30-Aug-2022, Paperback / softback, Kirjastus: Society for Industrial & Applied Mathematics,U.S., ISBN-13: 9781611977127)
Drawing on material he uses in a graduate course he teaches regularly, Bouman introduces the suite of mathematical and statistical tools that have become the foundation of computational imaging. He focuses on a collection of model-based technique...Loe edasi...
This book aims to provide meaningful context for reviewing key topics of college mathematics curriculum. The topics covered include a library of elementary functions, basic concepts of descriptive statistics – all in the context of digital image p...Loe edasi...
This book explains why the finite topological space known as abstract cell complex is important for successful image processing and presents image processing methods based on abstract cell complex, especially for tracing and encoding of boundari...Loe edasi...
Fully updated throughout, 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 princ...Loe edasi...
Computer Vision: Algorithms and Applications explores the variety of techniques used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both in speciali...Loe edasi...
This book constitutes the proceedings of the Second IAPR International Conference on Discrete Geometry and Mathematical Morphology, DGMM 2022, which was held during October 24-27, 2022, in Strasbourg, France.The 33 papers included in this volume w...Loe edasi...
In honor of Raymond Chan IPIP 2018, Beijing, China, April 21-24 This book contains eleven original and survey scientific research articles arose from presentations given by invited speakers at International Workshop on Image Processing and I...Loe edasi...
Highly Regarded, Accessible Approach to Image Processing Using Open-Source and Commercial SoftwareA Computational Introduction to Digital Image Processing, Second Edition explores the nature and use of digi...Loe edasi...
This book explains advances in signal sampling theory and techniques, addressing the issues of the minimal amount of numbers or sampling rate sufficient to represent analog signals with a given accuracy; the kinds of signal distortions caused by...Loe edasi...
This book aims to provide meaningful context for reviewing key topics of college mathematics curriculum. The topics covered include a library of elementary functions, basic concepts of descriptive statistics – all in the context of digital image p...Loe edasi...
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...Loe edasi...
Cutting-Edge Techniques to Better Analyze and Predict Complex Physical PhenomenaGeometric Modeling and Mesh Generation from Scanned Images shows how to integrate image processing, geometric modeling, and me...Loe edasi...
Advances in Imaging and Electron Physics, Volume 216, merges two long-running serials, Advances in Electronics and Electron Physics and Advances in Optical and Electron Microscopy. The series features extended articles on the...Loe edasi...
Create a filter, dress up a photo! Readers will learn solid coding skills while they build their own filters using the books instructions and projects on the Vidcode platform--...Loe edasi...
This book constitutes the proceedings of the First IAPR International Conference on Discrete Geometry and Mathematical Morphology, DGMM 2021, which was held during May 24-27, 2021, in Uppsala, Sweden.The conference was created by joining the Inter...Loe edasi...
Obtain the Best Estimate of a Strongly Scattering Object from Limited Scattered Field DataIntroduction to Imaging from Scattered Fields presents an overview of the challenging problem of dete...Loe edasi...
Feature Extraction for Image Processing and Computer Vision is an essential guide to the implementation of image processing and computer vision techniques, with tutorial introductions and sample code in MATLAB and Python. Algorithms are pre...Loe edasi...
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...Loe edasi...
(Ilmumisaeg: 26-Apr-2019, Hardback, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9781119111740)
An Innovative Approach to Multidimensional Signals and Systems Theory for Image and Video Processing In this volume, Eric Dubois further develops the theory of multi-D signal processing wherein input and output are vector-value signa...Loe edasi...
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The text is focused on the development and implementation of statistically motivated, data-driven techniques for digital image analysis of remotely sensed imagery and features a tight interweaving of statistical and machine learning theory with al...Loe edasi...
Compressed Sensing (CS) in theory deals with the problem of recovering a sparse signal from an under-determined system of linear equations. The topic is of immense practical significance since all naturally occurring signals can be sparsely repres...Loe edasi...
This book contains the refereed proceedings of the 14th International Symposium on Mathematical Morphology, ISMM 2019, held in Saarbrücken, Germany, in July 2019.The 40 revised full papers presented together with one invited talk were...Loe edasi...
(Ilmumisaeg: 11-May-2018, Hardback, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9781119258223)
Maintaining a comprehensive and accessible treatment of the concepts, methods, and applications of signal and image data transformation, the Second Edition features updated and revised coverage throughout with an emphasis on key and recent...Loe edasi...
Focusing on mathematical methods in computer tomography, Image Processing: Tensor Transform and Discrete Tomography with MATLAB® introduces novel approaches to help in solving the problem of image reconstruction on the...Loe edasi...
Color image processing has attracted much interest in recent years. The main goal of this book is to provide the mathematics of quaternions and octonions and to show how they can be used in emerging areas of color image processing....Loe edasi...
(Ilmumisaeg: 13-Sep-2017, Hardback, Kirjastus: Information Science Reference, ISBN-13: 9781522532705)
This book introduces myGeoffice.org, an innovative WWW platform for spatial analysis, where its architecture, interface, innovations and technical details are presented. It is designed primarily for teaching and learning purposes, particularly at th...Loe edasi...
A Complete One-Stop ResourceWhile digital color is now the technology of choice for printers, the knowledge required to address the quality and productivity issues of these devices is scattered across several technol...Loe edasi...
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This is a graduate textbook on the principles of linear inverse problems, methods of their approximate solution, and practical application in imaging. The level of mathematical treatment is kept as low as possible to make the book suitable for a wide...Loe edasi...
In image processing and computer vision applications such as medical or scientific image data analysis, as well as in industrial scenarios, images are used as input measurement data. It is good scientific practice that proper measurements must be...Loe edasi...
The book explains the classification of a set of Walsh functions into distinct self-similar groups and subgroups, where the members of each subgroup possess distinct self-similar structures. The observations on self-similarity presented provide va...Loe edasi...
Covering the theoretical aspects of image processing and analysis through the use of graphs in the representation and analysis of objects, Image Processing and Analysis with Graphs: Theory and Practice also demonstrates how these concepts a...Loe edasi...