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Modern Algorithms for Image Processing, Vladimir Kovalevsky


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Автор: Vladimir Kovalevsky
Название:  Modern Algorithms for Image Processing
ISBN: 9781484242360
Издательство: Springer
Классификация:



ISBN-10: 148424236X
Обложка/Формат: Soft cover
Страницы: 274
Вес: 0.55 кг.
Дата издания: 2019
Язык: English
Издание: 1st ed.
Иллюстрации: 53 illustrations, color; 35 illustrations, black and white; xiv, 274 p. 88 illus., 53 illus. in color.
Размер: 254 x 178 x 16
Читательская аудитория: Professional & vocational
Основная тема: Computer Science
Подзаголовок: Computer Imagery by Example Using C#
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: Utilize modern methods for digital image processing and take advantage of the many time-saving templates provided for all of the projects in this book.Modern Algorithms for Image Processing approaches the topic of image processing through teaching by example. Throughout the book, you will create projects that resolve typical problems that you might encounter in the world of digital image processing. Some projects teach you methods for addressing the quality of images, such as reducing random errors or noise and suppressing pulse noise (salt and pepper), a method valuable for improving the quality of historical images. Other methods detail how to correct inhomogeneous illumination, not by means of subtracting the mean illumination, but through division, a far more efficient method. Additional projects cover contrasting, and a process for edge detection, more efficient than Cannys, for detecting edges in color images directly, without converting them into black and white images.What Youll LearnApply innovative methods for suppressing pulse noise, enhancing contrast, and edge detectionKnow the pros and cons of enlisting a particular methodUse new approaches for image compression and recognizing circles in photosUtilize a valuable method for straightening photos of paintings taken at an oblique angle, a critical concept to understand when using flash at a right angleUnderstand the problem statement of polygonal approximation of boundaries or edges and its solutionUse a new method for detecting bicycles in trafficAccess complete source code examples in C# for all of the projects
Who This Book Is For
C# developers who work with digital image processing or are interested in informatics. The reader should have programming experience and access to an integrated development environment (IDE), ideally .NET.This book does not prove or disprove theorems, but suggests methods for learning valuable concepts that will enable you to customize your own image processing projects.

Дополнительное описание: Part I: Image Processing.- Chapter 1: Introduction.- Chapter 2: Noise Reduction.- Chapter 3: Contrast Enhancement.- Chapter 4: Shading Correction with Thresholding.- Chapter 5: Project 'WFshadBinImpulse'.- Part II: Image Analysis.- Chapter 6: Edge Detecti



Introduction to algorithms  3 ed.

Автор: Cormen, Thomas H., E
Название: Introduction to algorithms 3 ed.
ISBN: 0262033844 ISBN-13(EAN): 9780262033848
Издательство: MIT Press
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Цена: 27588.00 р.
Наличие на складе: Нет в наличии.

Описание: A new edition of the essential text and professional reference, with substantial new material on such topics as vEB trees, multithreaded algorithms, dynamic programming, and edge-base flow.

Graphs for Pattern Recognition: Infeasible Systems of Linear Inequalities

Автор: Damir Gainanov
Название: Graphs for Pattern Recognition: Infeasible Systems of Linear Inequalities
ISBN: 3110480131 ISBN-13(EAN): 9783110480139
Издательство: Walter de Gruyter
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Цена: 18586.00 р.
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Описание: This monograph deals with mathematical constructions that are foundational in such an important area of data mining as pattern recognition. By using combinatorial and graph theoretic techniques, a closer look is taken at infeasible systems of linear inequalities, whose generalized solutions act as building blocks of geometric decision rules for pattern recognition.Infeasible systems of linear inequalities prove to be a key object in pattern recognition problems described in geometric terms thanks to the committee method. Such infeasible systems of inequalities represent an important special subclass of infeasible systems of constraints with a monotonicity property - systems whose multi-indices of feasible subsystems form abstract simplicial complexes (independence systems), which are fundamental objects of combinatorial topology.The methods of data mining and machine learning discussed in this monograph form the foundation of technologies like big data and deep learning, which play a growing role in many areas of human-technology interaction and help to find solutions, better solutions and excellent solutions. Contents: PrefacePattern recognition, infeasible systems of linear inequalities, and graphsInfeasible monotone systems of constraintsComplexes, (hyper)graphs, and inequality systemsPolytopes, positive bases, and inequality systemsMonotone Boolean functions, complexes, graphs, and inequality systemsInequality systems, committees, (hyper)graphs, and alternative coversBibliographyList of notationIndex

Adaptive Image Processing Algorithms for Printing

Автор: Ilia V. Safonov; Ilya V. Kurilin; Michael N. Rycha
Название: Adaptive Image Processing Algorithms for Printing
ISBN: 9811069301 ISBN-13(EAN): 9789811069307
Издательство: Springer
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Цена: 22359.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book presents essential algorithms for the image processing pipeline of photo-printers and accompanying software tools, offering an exposition of multiple image enhancement algorithms, smart aspect-ratio changing techniques for borderless printing and approaches for non-standard printing modes. All the techniques described are content-adaptive and operate in an automatic mode thanks to machine learning reasoning or ingenious heuristics. The first part includes algorithms, for example, red-eye correction and compression artefacts reduction, that can be applied in any photo processing application, while the second part focuses specifically on printing devices, e.g. eco-friendly and anaglyph printing. The majority of the techniques presented have a low computational complexity because they were initially designed for integration in system-on-chip. The book reflects the authors’ practical experience in algorithm development for industrial R&D.

Algorithms for Image Processing and Computer Vision

Автор: Parker J J
Название: Algorithms for Image Processing and Computer Vision
ISBN: 0470643854 ISBN-13(EAN): 9780470643853
Издательство: Wiley
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Цена: 12514.00 р.
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Описание: Programmers, scientists, and engineers are always in need of newer techniques and algorithms to manipulate and interpret images. Algorithms for Image Processing and Computer Vision is an accessible collection of algorithms for common image processing applications that simplifies complicated mathematical calculations.

Algorithms for Graphics and Image Processing

Автор: T. Pavlidis
Название: Algorithms for Graphics and Image Processing
ISBN: 364293210X ISBN-13(EAN): 9783642932106
Издательство: Springer
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Цена: 15372.00 р.
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Описание: The technological developments of the last ten years have made com- puter graphics and image processing by computer popular. Graphic displays are of concern to anyone involved in image processing or pic- torial pattern recognition and many problems in graphics require methodologies from image processing for their solutions.

Adaptive Image Processing Algorithms for Printing

Автор: Ilia V. Safonov; Ilya V. Kurilin; Michael N. Rycha
Название: Adaptive Image Processing Algorithms for Printing
ISBN: 9811349711 ISBN-13(EAN): 9789811349713
Издательство: Springer
Рейтинг:
Цена: 16070.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book presents essential algorithms for the image processing pipeline of photo-printers and accompanying software tools, offering an exposition of multiple image enhancement algorithms, smart aspect-ratio changing techniques for borderless printing and approaches for non-standard printing modes. All the techniques described are content-adaptive and operate in an automatic mode thanks to machine learning reasoning or ingenious heuristics. The first part includes algorithms, for example, red-eye correction and compression artefacts reduction, that can be applied in any photo processing application, while the second part focuses specifically on printing devices, e.g. eco-friendly and anaglyph printing. The majority of the techniques presented have a low computational complexity because they were initially designed for integration in system-on-chip. The book reflects the authors’ practical experience in algorithm development for industrial R&D.

Statistical digital signal processing and modeling

Автор: Hayes, Monson H.
Название: Statistical digital signal processing and modeling
ISBN: 0471594318 ISBN-13(EAN): 9780471594314
Издательство: Wiley
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Цена: 45636.00 р.
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Описание: This book responds to the dramatic growth in digital signal processing (DSP) over the past decade. While its focal point is signal modeling, the book integrates and explores the relationships of signal modeling to the important problems of optimal filtering, spectral estimation, and adaptive filtering.

An Interdisciplinary Introduction to Image Processing: Pixels, Numbers, and Programs

Автор: Tanimoto S., Tanimoto Steven L.
Название: An Interdisciplinary Introduction to Image Processing: Pixels, Numbers, and Programs
ISBN: 0262017164 ISBN-13(EAN): 9780262017169
Издательство: MIT Press
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Цена: 10157.00 р.
Наличие на складе: Нет в наличии.

Описание:

This book explores image processing from several perspectives: the creative, the theoretical (mainly mathematical), and the programmatical. It explains the basic principles of image processing, drawing on key concepts and techniques from mathematics, psychology of perception, computer science, and art, and introduces computer programming as a way to get more control over image processing operations. It does so without requiring college-level mathematics or prior programming experience. The content is supported by PixelMath, a freely available software program that helps the reader understand images as both visual and mathematical objects.

The first part of the book covers such topics as digital image representation, sampling, brightness and contrast, color models, geometric transformations, synthesizing images, stereograms, photomosaics, and fractals. The second part of the book introduces computer programming using an open-source version of the easy-to-learn Python language. It covers the basics of image analysis and pattern recognition, including edge detection, convolution, thresholding, contour representation, and K-nearest-neighbor classification. A chapter on computational photography explores such subjects as high-dynamic-range imaging, autofocusing, and methods for automatically inpainting to fill gaps or remove unwanted objects in a scene. Applications described include the design and implementation of an image-based game. The PixelMath software provides a "transparent" view of digital images by allowing the user to view the RGB values of pixels by zooming in on an image. PixelMath provides three interfaces: the pixel calculator; the formula page, an advanced extension of the calculator; and the Python window.

Hands-On Data Structures and Algorithms with Python 2 ed

Автор: Agarwal, Dr Basant, Baka, Benjamin
Название: Hands-On Data Structures and Algorithms with Python 2 ed
ISBN: 1788995570 ISBN-13(EAN): 9781788995573
Издательство: Неизвестно
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Цена: 8091.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Data structures help us to organize and align the data in a very efficient way. This book will surely help you to learn important and essential data structures through Python implementation for better understanding of the concepts.


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