Alejandro C. Frery's Books

Image Processing for Computer Graphics and Vision

By: Luiz Velho,Alejandro C. Frery,Jonas Gomes

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Image Processing for Computer Graphics and Vision

By: Luiz Velho,Alejandro C. Frery,Jonas Gomes

Image processing is concerned with the analysis and manipulation of images by computer. Providing a thorough treatment of image processing with an emphasis on those aspects most used in computer graphics, the authors concentrate on describing and analyzing the underlying concepts rather than on presenting algorithms or pseudocode. As befits a modern introduction to this topic, a good balance is struck between discussing the underlying mathematics and the main topics: signal processing, data discretization, the theory of colour and different colour systems, operations in images, dithering and half-toning, warping and morphing and image processing. This second edition reflects recent trends in science andtechnology that exploit image processing in computer graphics and vision applications. Stochastic image models and statistical methods for image processing are covered as are: A modern approach and new developments in the area, Probability theory for image processing, Applications in image analysis and computer vision.

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Page Count

476

Publisher

Springer Science & Business Media

Published Date

ISBN 10

1848001932

ISBN 13

9781848001930

Introduction to Image Processing Using R

Learning by Examples

By: Alejandro C. Frery,Talita Perciano

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Introduction to Image Processing Using R

Learning by Examples

By: Alejandro C. Frery,Talita Perciano

This book introduces the statistical software R to the image processing community in an intuitive and practical manner. R brings interesting statistical and graphical tools which are important and necessary for image processing techniques. Furthermore, it has been proved in the literature that R is among the most reliable, accurate and portable statistical software available. Both the theory and practice of R code concepts and techniques are presented and explained, and the reader is encouraged to try their own implementation to develop faster, optimized programs. Those who are new to the field of image processing and to R software will find this work a useful introduction. By reading the book alongside an active R session, the reader will experience an exciting journey of learning and programming.

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Springer Science & Business Media

Published Date

ISBN 10

1447149505

ISBN 13

9781447149507

SAR Image Analysis - A Computational Statistics Approach

With R Code, Data, and Applications

By: Alejandro C. Frery,Jie Wu,Luis Gomez

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SAR Image Analysis - A Computational Statistics Approach

With R Code, Data, and Applications

By: Alejandro C. Frery,Jie Wu,Luis Gomez

SAR IMAGE ANALYSIS — A COMPUTATIONAL STATISTICS APPROACH Discover how to use statistics to extract information from SAR imagery In SAR Image Analysis — A Computational Statistics Approach, an accomplished team of researchers delivers a practical exploration of how to use statistics to extract information from SAR imagery. The authors discuss various models, supply sample data and code, and explain theoretical aspects of SAR image analysis that are highly relevant to practitioners and students. The book offers the theoretical properties of models, estimators, interpretation, data visualization, and advanced techniques, along with the data and code samples, that students require to learn effectively and efficiently. SAR Image Analysis — A Computational Statistics Approach provides various exercises throughout the book to help readers reinforce and retain the extensive information on parameter estimation, applications, reproducibility, replicability, and advanced topics, like robust estimators and stochastic distances, contained within. The book also includes: Thorough introductions to data acquisition and the elements of data analysis and image processing with R, including useful R packages, preprocessing SAR data, and visualization Comprehensive explorations of intensity SAR data and the multiplicative model, including the (SAR) gamma distribution, the K distribution, the G0 distribution, and more general distributions under the multiplicative model Practical discussions of parameter estimations, including the Bernoulli distribution, the negative binomial distribution, and the uniform distribution In-depth examinations of applications, including statistical filters and classification Perfect for undergraduate and graduate students studying remote sensing, data analysis, and statistics, SAR Image Analysis — A Computational Statistics Approach is also an indispensable resource for researchers, practitioners, and professionals seeking a one-stop resource on how to use statistics to extract information from SAR imagery.

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Page Count

307

Publisher

John Wiley & Sons

Published Date

ISBN 10

111979546X

ISBN 13

9781119795469

Book's by Alejandro C. Frery

Image Processing for Computer Graphics and Vision

Image Processing for Computer Graphics and Vision

Introduction to Image Processing Using R

Introduction to Image Processing Using R

SAR Image Analysis - A Computational Statistics Approach

SAR Image Analysis - A Computational Statistics Approach

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