Fuzzy Image Processing And Applications With Matlab

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Fuzzy Image Processing and Applications with MATLAB

Tamalika Chaira,Ajoy Kumar Ray
Fuzzy Image Processing and Applications with MATLAB Book PDF

Author : Tamalika Chaira,Ajoy Kumar Ray
Publisher : CRC Press
Page : 237 pages
File Size : 50,9 Mb
Release : 2017-12-19
Category : Technology & Engineering
ISBN : 9781351834216

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Fuzzy Image Processing and Applications with MATLAB by Tamalika Chaira,Ajoy Kumar Ray Pdf

In contrast to classical image analysis methods that employ "crisp" mathematics, fuzzy set techniques provide an elegant foundation and a set of rich methodologies for diverse image-processing tasks. However, a solid understanding of fuzzy processing requires a firm grasp of essential principles and background knowledge. Fuzzy Image Processing and Applications with MATLAB® presents the integral science and essential mathematics behind this exciting and dynamic branch of image processing, which is becoming increasingly important to applications in areas such as remote sensing, medical imaging, and video surveillance, to name a few. Many texts cover the use of crisp sets, but this book stands apart by exploring the explosion of interest and significant growth in fuzzy set image processing. The distinguished authors clearly lay out theoretical concepts and applications of fuzzy set theory and their impact on areas such as enhancement, segmentation, filtering, edge detection, content-based image retrieval, pattern recognition, and clustering. They describe all components of fuzzy, detailing preprocessing, threshold detection, and match-based segmentation. Minimize Processing Errors Using Dynamic Fuzzy Set Theory This book serves as a primer on MATLAB and demonstrates how to implement it in fuzzy image processing methods. It illustrates how the code can be used to improve calculations that help prevent or deal with imprecision—whether it is in the grey level of the image, geometry of an object, definition of an object’s edges or boundaries, or in knowledge representation, object recognition, or image interpretation. The text addresses these considerations by applying fuzzy set theory to image thresholding, segmentation, edge detection, enhancement, clustering, color retrieval, clustering in pattern recognition, and other image processing operations. Highlighting key ideas, the authors present the experimental results of their own new fuzzy approaches and those suggested by different authors, offering data and insights that will be useful to teachers, scientists, and engineers, among others.

Introduction to Fuzzy Logic using MATLAB

S.N. Sivanandam,S. Sumathi,S. N. Deepa
Introduction to Fuzzy Logic using MATLAB Book PDF

Author : S.N. Sivanandam,S. Sumathi,S. N. Deepa
Publisher : Springer Science & Business Media
Page : 442 pages
File Size : 50,6 Mb
Release : 2006-10-28
Category : Technology & Engineering
ISBN : 9783540357810

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Introduction to Fuzzy Logic using MATLAB by S.N. Sivanandam,S. Sumathi,S. N. Deepa Pdf

This book provides a broad-ranging, but detailed overview of the basics of Fuzzy Logic. The fundamentals of Fuzzy Logic are discussed in detail, and illustrated with various solved examples. The book also deals with applications of Fuzzy Logic, to help readers more fully understand the concepts involved. Solutions to the problems are programmed using MATLAB 6.0, with simulated results. The MATLAB Fuzzy Logic toolbox is provided for easy reference.

Fuzzy Image Processing and Applications with MATLAB

Tamalika Chaira,Ajoy Kumar Ray
Fuzzy Image Processing and Applications with MATLAB Book PDF

Author : Tamalika Chaira,Ajoy Kumar Ray
Publisher : CRC Press
Page : 240 pages
File Size : 54,7 Mb
Release : 2017-12-19
Category : Technology & Engineering
ISBN : 9781439807095

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Fuzzy Image Processing and Applications with MATLAB by Tamalika Chaira,Ajoy Kumar Ray Pdf

In contrast to classical image analysis methods that employ "crisp" mathematics, fuzzy set techniques provide an elegant foundation and a set of rich methodologies for diverse image-processing tasks. However, a solid understanding of fuzzy processing requires a firm grasp of essential principles and background knowledge. Fuzzy Image Processing and Applications with MATLAB® presents the integral science and essential mathematics behind this exciting and dynamic branch of image processing, which is becoming increasingly important to applications in areas such as remote sensing, medical imaging, and video surveillance, to name a few. Many texts cover the use of crisp sets, but this book stands apart by exploring the explosion of interest and significant growth in fuzzy set image processing. The distinguished authors clearly lay out theoretical concepts and applications of fuzzy set theory and their impact on areas such as enhancement, segmentation, filtering, edge detection, content-based image retrieval, pattern recognition, and clustering. They describe all components of fuzzy, detailing preprocessing, threshold detection, and match-based segmentation. Minimize Processing Errors Using Dynamic Fuzzy Set Theory This book serves as a primer on MATLAB and demonstrates how to implement it in fuzzy image processing methods. It illustrates how the code can be used to improve calculations that help prevent or deal with imprecision—whether it is in the grey level of the image, geometry of an object, definition of an object’s edges or boundaries, or in knowledge representation, object recognition, or image interpretation. The text addresses these considerations by applying fuzzy set theory to image thresholding, segmentation, edge detection, enhancement, clustering, color retrieval, clustering in pattern recognition, and other image processing operations. Highlighting key ideas, the authors present the experimental results of their own new fuzzy approaches and those suggested by different authors, offering data and insights that will be useful to teachers, scientists, and engineers, among others.

Digital Image Processing

Uvais Qidwai,C.H. Chen
Digital Image Processing Book PDF

Author : Uvais Qidwai,C.H. Chen
Publisher : CRC Press
Page : 316 pages
File Size : 52,5 Mb
Release : 2009-10-15
Category : Computers
ISBN : 9781420079517

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Digital Image Processing by Uvais Qidwai,C.H. Chen Pdf

Avoiding heavy mathematics and lengthy programming details, Digital Image Processing: An Algorithmic Approach with MATLAB presents an easy methodology for learning the fundamentals of image processing. The book applies the algorithms using MATLAB, without bogging down students with syntactical and debugging issues.One chapter can typically be compl

Image Processing with MATLAB

Omer Demirkaya,Musa H. Asyali,Prasanna K. Sahoo
Image Processing with MATLAB Book PDF

Author : Omer Demirkaya,Musa H. Asyali,Prasanna K. Sahoo
Publisher : CRC Press
Page : 446 pages
File Size : 46,5 Mb
Release : 2008-12-22
Category : Computers
ISBN : 9781420008937

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Image Processing with MATLAB by Omer Demirkaya,Musa H. Asyali,Prasanna K. Sahoo Pdf

Image Processing with MATLAB: Applications in Medicine and Biology explains complex, theory-laden topics in image processing through examples and MATLAB algorithms. It describes classical as well emerging areas in image processing and analysis. Providing many unique MATLAB codes and functions throughout, the book covers the theory of probability an

Fuzzy Sets Methods in Image Processing and Understanding

Isabelle Bloch,Anca Ralescu
Fuzzy Sets Methods in Image Processing and Understanding Book PDF

Author : Isabelle Bloch,Anca Ralescu
Publisher : Springer Nature
Page : 311 pages
File Size : 54,6 Mb
Release : 2023-01-01
Category : Medical
ISBN : 9783031194252

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Fuzzy Sets Methods in Image Processing and Understanding by Isabelle Bloch,Anca Ralescu Pdf

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 processing and understanding are presented, including fuzzy spatial objects, geometry and topology, mathematical morphology, machine learning, verbal descriptions of image content, fusion, spatial relations, and structural representations. For each methodological aspect covered, illustrations from the medical imaging domain are provided. This is an ideal book for graduate students and researchers in the field of medical image processing.

Medical Image Processing

Tamalika Chaira
Medical Image Processing Book PDF

Author : Tamalika Chaira
Publisher : CRC Press
Page : 234 pages
File Size : 42,5 Mb
Release : 2015-01-28
Category : Computers
ISBN : 9781498700474

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Medical Image Processing by Tamalika Chaira Pdf

Medical image analysis using advanced fuzzy set theoretic techniques is an exciting and dynamic branch of image processing. Since the introduction of fuzzy set theory, there has been an explosion of interest in advanced fuzzy set theories-such as intuitionistic fuzzy and Type II fuzzy set-that represent uncertainty in a better way.Medical Image Pro

Computer Analysis of Images and Patterns

George Azzopardi,Nicolai Petkov
Computer Analysis of Images and Patterns Book PDF

Author : George Azzopardi,Nicolai Petkov
Publisher : Springer
Page : 799 pages
File Size : 52,5 Mb
Release : 2015-08-25
Category : Computers
ISBN : 9783319231174

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Computer Analysis of Images and Patterns by George Azzopardi,Nicolai Petkov Pdf

The two volume set LNCS 9256 and 9257 constitutes the refereed proceedings of the 16th International Conference on Computer Analysis of Images and Patterns, CAIP 2015, held in Valletta, Malta, in September 2015. The 138 papers presented were carefully reviewed and selected from numerous submissions. CAIP 2015 is the sixteenth in the CAIP series of biennial international conferences devoted to all aspects of computer vision, image analysis and processing, pattern recognition, and related fields.

Research and Development in Intelligent Systems XXVIII

Max Bramer,Miltos Petridis,Lars Nolle
Research and Development in Intelligent Systems XXVIII Book PDF

Author : Max Bramer,Miltos Petridis,Lars Nolle
Publisher : Springer Science & Business Media
Page : 388 pages
File Size : 46,7 Mb
Release : 2011-11-13
Category : Computers
ISBN : 9781447123187

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Research and Development in Intelligent Systems XXVIII by Max Bramer,Miltos Petridis,Lars Nolle Pdf

The papers in this volume are the refereed papers presented at AI-2011, the Thirty-first SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2011 in both the technical and the application streams. They present new and innovative developments and applications, divided into technical stream sections on Planning, Evolutionary Algorithms, Speech and Vision, and Machine Learning, followed by application stream sections on Knowledge Discovery and Data Mining, Machine Learning, Evolutionary Algorithms and AI in Action. The volume also includes the text of short papers presented as posters at the conference. This is the twenty-eighth volume in the Research and Development in Intelligent Systems series, which also incorporates the nineteenth volume in the Applications and Innovations in Intelligent Systems series. These series are essential reading for those who wish to keep up to date with developments in this important field.

Encyclopedia of Image Processing

Phillip A. Laplante
Encyclopedia of Image Processing Book PDF

Author : Phillip A. Laplante
Publisher : CRC Press
Page : 856 pages
File Size : 54,6 Mb
Release : 2018-11-08
Category : Technology & Engineering
ISBN : 9781351032735

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Encyclopedia of Image Processing by Phillip A. Laplante Pdf

The Encyclopedia of Image Processing presents a vast collection of well-written articles covering image processing fundamentals (e.g. color theory, fuzzy sets, cryptography) and applications (e.g. geographic information systems, traffic analysis, forgery detection). Image processing advances have enabled many applications in healthcare, avionics, robotics, natural resource discovery, and defense, which makes this text a key asset for both academic and industrial libraries and applied scientists and engineers working in any field that utilizes image processing. Written by experts from both academia and industry, it is structured using the ACM Computing Classification System (CCS) first published in 1988, but most recently updated in 2012.

Mathematical Foundations of Image Processing and Analysis, Volume 1

Jean-Charles Pinoli
Mathematical Foundations of Image Processing and Analysis Volume 1 Book PDF

Author : Jean-Charles Pinoli
Publisher : John Wiley & Sons
Page : 393 pages
File Size : 49,9 Mb
Release : 2014-07-09
Category : Technology & Engineering
ISBN : 9781118649121

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Mathematical Foundations of Image Processing and Analysis, Volume 1 by Jean-Charles Pinoli Pdf

Image processing and image analysis are typically important fields in information science and technology. By “image processing”, we generally understand all kinds of operation performed on images (or sequences of images) in order to increase their quality, restore their original content, emphasize some particular aspect of the information or optimize their transmission, or to perform radiometric and/or spatial analysis. By “image analysis” we understand, however, all kinds of operation performed on images (or sequences of images) in order to extract qualitative or quantitative data, perform measurements and apply statistical analysis. Whereas there are nowadays many books dealing with image processing, only a small number deal with image analysis. The methods and techniques involved in these fields of course have a wide range of applications in our daily world: industrial vision, material imaging, medical imaging, biological imaging, multimedia applications, satellite imaging, quality control, traffic control, and so on

Mathematical Foundations of Image Processing and Analysis, Volume 2

Jean-Charles Pinoli
Mathematical Foundations of Image Processing and Analysis Volume 2 Book PDF

Author : Jean-Charles Pinoli
Publisher : John Wiley & Sons
Page : 397 pages
File Size : 51,5 Mb
Release : 2014-07-22
Category : Technology & Engineering
ISBN : 9781118984550

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Mathematical Foundations of Image Processing and Analysis, Volume 2 by Jean-Charles Pinoli Pdf

Mathematical Imaging is currently a rapidly growing field in applied mathematics, with an increasing need for theoretical mathematics. This book, the second of two volumes, emphasizes the role of mathematics as a rigorous basis for imaging sciences. It provides a comprehensive and convenient overview of the key mathematical concepts, notions, tools and frameworks involved in the various fields of gray-tone and binary image processing and analysis, by proposing a large, but coherent, set of symbols and notations, a complete list of subjects and a detailed bibliography. It establishes a bridge between the pure and applied mathematical disciplines, and the processing and analysis of gray-tone and binary images. It is accessible to readers who have neither extensive mathematical training, nor peer knowledge in Image Processing and Analysis. It is a self-contained book focusing on the mathematical notions, concepts, operations, structures, and frameworks that are beyond or involved in Image Processing and Analysis. The notations are simplified as far as possible in order to be more explicative and consistent throughout the book and the mathematical aspects are systematically discussed in the image processing and analysis context, through practical examples or concrete illustrations. Conversely, the discussed applicative issues allow the role of mathematics to be highlighted. Written for a broad audience – students, mathematicians, image processing and analysis specialists, as well as other scientists and practitioners – the author hopes that readers will find their own way of using the book, thus providing a mathematical companion that can help mathematicians become more familiar with image processing and analysis, and likewise, image processing and image analysis scientists, researchers and engineers gain a deeper understanding of mathematical notions and concepts.

Image Processing: Concepts, Methodologies, Tools, and Applications

Management Association, Information Resources
Image Processing Concepts Methodologies Tools and Applications Book PDF

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 1587 pages
File Size : 42,5 Mb
Release : 2013-05-31
Category : Computers
ISBN : 9781466639959

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Image Processing: Concepts, Methodologies, Tools, and Applications by Management Association, Information Resources Pdf

Advancements in digital technology continue to expand the image science field through the tools and techniques utilized to process two-dimensional images and videos. Image Processing: Concepts, Methodologies, Tools, and Applications presents a collection of research on this multidisciplinary field and the operation of multi-dimensional signals with systems that range from simple digital circuits to computers. This reference source is essential for researchers, academics, and students in the computer science, computer vision, and electrical engineering fields.

Soft Computing in Data Science

Michael W. Berry,Azlinah Mohamed,Bee Wah Yap
Soft Computing in Data Science Book PDF

Author : Michael W. Berry,Azlinah Mohamed,Bee Wah Yap
Publisher : Springer
Page : 276 pages
File Size : 50,7 Mb
Release : 2015-09-02
Category : Computers
ISBN : 9789812879363

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Soft Computing in Data Science by Michael W. Berry,Azlinah Mohamed,Bee Wah Yap Pdf

This book constitutes the refereed proceedings of the International Conference on Soft Computing in Data Science, SCDS 2015, held in Putrajaya, Malaysia, in September 2015. The 25 revised full papers presented were carefully reviewed and selected from 69 submissions. The papers are organized in topical sections on data mining; fuzzy computing; evolutionary computing and optimization; pattern recognition; human machine interface; hybrid methods.

Artificial Intelligence Techniques for Satellite Image Analysis

D. Jude Hemanth
Artificial Intelligence Techniques for Satellite Image Analysis Book PDF

Author : D. Jude Hemanth
Publisher : Springer Nature
Page : 274 pages
File Size : 51,9 Mb
Release : 2019-11-13
Category : Computers
ISBN : 9783030241780

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Artificial Intelligence Techniques for Satellite Image Analysis by D. Jude Hemanth Pdf

The main objective of this book is to provide a common platform for diverse concepts in satellite image processing. In particular it presents the state-of-the-art in Artificial Intelligence (AI) methodologies and shares findings that can be translated into real-time applications to benefit humankind. Interdisciplinary in its scope, the book will be of interest to both newcomers and experienced scientists working in the fields of satellite image processing, geo-engineering, remote sensing and Artificial Intelligence. It can be also used as a supplementary textbook for graduate students in various engineering branches related to image processing.