Structural Texture Analysis Applications

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Handbook of Pattern Recognition and Computer Vision

Author : C. H. Chen
Publisher : World Scientific
ISBN 13 : 9812384731
Total Pages : 1045 pages
Book Rating : 4.8/5 (123 download)

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Book Synopsis Handbook of Pattern Recognition and Computer Vision by : C. H. Chen

Download or read book Handbook of Pattern Recognition and Computer Vision written by C. H. Chen and published by World Scientific. This book was released on 1999 with total page 1045 pages. Available in PDF, EPUB and Kindle. Book excerpt: The very significant advances in computer vision and pattern recognition and their applications in the last few years reflect the strong and growing interest in the field as well as the many opportunities and challenges it offers. The second edition of this handbook represents both the latest progress and updated knowledge in this dynamic field. The applications and technological issues are particularly emphasized in this edition to reflect the wide applicability of the field in many practical problems. To keep the book in a single volume, it is not possible to retain all chapters of the first edition. However, the chapters of both editions are well written for permanent reference.

Structural Texture Analysis Applications

Author : F. Vilnrotter
Publisher :
ISBN 13 :
Total Pages : 10 pages
Book Rating : 4.:/5 (228 download)

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Book Synopsis Structural Texture Analysis Applications by : F. Vilnrotter

Download or read book Structural Texture Analysis Applications written by F. Vilnrotter and published by . This book was released on 1982 with total page 10 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper presents a discussion of two applications of the results of a structural texture analysis system 8. The details of the basic analysis procedure will not be presented in this report. The procedures to generate basic descriptions of natural textures are described in 1-2. The extraction and description of texture elements is described in 3. The final determination of relations (placement rules) and the 4-5. Short descriptions of these programs can also be found in 6-7. The goal of the symbolic analysis program was to produce a description of a texture pattern which is similar to the type of descriptions produced by human observers. The description is based on the appearance and placement of elementary texture primitives. These descriptions can be used for reconstruction of the pattern, for recognition of the input pattern, and for analysis of texture gradients for determination of surface orientations. The last two topics are described in this report.

Texture Feature Extraction Techniques for Image Recognition

Author : Jyotismita Chaki
Publisher : Springer Nature
ISBN 13 : 9811508534
Total Pages : 100 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Texture Feature Extraction Techniques for Image Recognition by : Jyotismita Chaki

Download or read book Texture Feature Extraction Techniques for Image Recognition written by Jyotismita Chaki and published by Springer Nature. This book was released on 2019-10-24 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book describes various texture feature extraction approaches and texture analysis applications. It introduces and discusses the importance of texture features, and describes various types of texture features like statistical, structural, signal-processed and model-based. It also covers applications related to texture features, such as facial imaging. It is a valuable resource for machine vision researchers and practitioners in different application areas.

An Application of Structural Texture Analysis for Container Damage

Author : William David Balascio
Publisher :
ISBN 13 :
Total Pages : 122 pages
Book Rating : 4.:/5 (779 download)

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Book Synopsis An Application of Structural Texture Analysis for Container Damage by : William David Balascio

Download or read book An Application of Structural Texture Analysis for Container Damage written by William David Balascio and published by . This book was released on 1983 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Handbook of Texture Analysis

Author : Majid Mirmehdi
Publisher : World Scientific
ISBN 13 : 1848161158
Total Pages : 424 pages
Book Rating : 4.8/5 (481 download)

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Book Synopsis Handbook of Texture Analysis by : Majid Mirmehdi

Download or read book Handbook of Texture Analysis written by Majid Mirmehdi and published by World Scientific. This book was released on 2008 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: Texture analysis is one of the fundamental aspects of human vision by which we discriminate between surfaces and objects. In a similar manner, computer vision can take advantage of the cues provided by surface texture to distinguish and recognize objects. In computer vision, texture analysis may be used alone or in combination with other sensed features (e.g. color, shape, or motion) to perform the task of recognition. Either way, it is a feature of paramount importance and boasts a tremendous body of work in terms of both research and applications.Currently, the main approaches to texture analysis must be sought out through a variety of research papers. This collection of chapters brings together in one handy volume the major topics of importance, and categorizes the various techniques into comprehensible concepts. The methods covered will not only be relevant to those working in computer vision, but will also be of benefit to the computer graphics, psychophysics, and pattern recognition communities, academic or industrial.

Applications of Texture Analysis

Author : A. D. Rollett
Publisher : John Wiley & Sons
ISBN 13 : 0470444207
Total Pages : 838 pages
Book Rating : 4.4/5 (74 download)

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Book Synopsis Applications of Texture Analysis by : A. D. Rollett

Download or read book Applications of Texture Analysis written by A. D. Rollett and published by John Wiley & Sons. This book was released on 2008-12-05 with total page 838 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains papers presented at The 15th International Conference on the Texture of Materials from June 1-5th, 2008 in Pittsburgh, PA. Chapters include: Thin Films Texture at Non-Ambient Conditions Novel Texture Measurement Techniques Including 3D Complex Oxides Interface Textures Recrystallization Texture Biomaterials Texture Effects on Damage Accumulation Digital Microstructures View information on Materials Processing and Texture: Ceramic Transactions, Volume 200.

Handbook of Texture Analysis

Author : Ayman El-Baz
Publisher : CRC Press
ISBN 13 : 1040008909
Total Pages : 271 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Handbook of Texture Analysis by : Ayman El-Baz

Download or read book Handbook of Texture Analysis written by Ayman El-Baz and published by CRC Press. This book was released on 2024-06-21 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: The major goals of texture research in computer vision are to understand, model, and process texture and, ultimately, to simulate the human visual learning process using computer technologies. In the last decade, artificial intelligence has been revolutionized by machine learning and big data approaches, outperforming human prediction on a wide range of problems. In particular, deep learning convolutional neural networks (CNNs) are particularly well suited to texture analysis. This volume presents important branches of texture analysis methods which find a proper application in AI-based medical image analysis. This book: Discusses first-order, second-order statistical methods, local binary pattern (LBP) methods, and filter bank-based methods Covers spatial frequency-based methods, Fourier analysis, Markov random fields, Gabor filters, and Hough transformation Describes advanced textural methods based on DL as well as BD and advanced applications of texture to medial image segmentation Is aimed at researchers, academics, and advanced students in biomedical engineering, image analysis, cognitive science, and computer science and engineering This is an essential reference for those looking to advance their understanding in this applied and emergent field.

Handbook of Texture Analysis

Author : Ayman El-Baz
Publisher : CRC Press
ISBN 13 : 1040008917
Total Pages : 226 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Handbook of Texture Analysis by : Ayman El-Baz

Download or read book Handbook of Texture Analysis written by Ayman El-Baz and published by CRC Press. This book was released on 2024-06-24 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: The major goals of texture research in computer vision are to understand, model, and process texture, and ultimately, to simulate the human visual learning process using computer technologies. In the last decade, artificial intelligence has been revolutionized by machine learning and big data approaches, outperforming human prediction on a wide range of problems. In particular, deep learning convolutional neural networks (CNNs) are particularly well suited to texture analysis. This book examines four major application domains related to texture analysis and their relationship to AI-based industrial applications: texture classification, texture segmentation, shape from texture, and texture synthesis. This volume: Discusses texture-based segmentation for extracting image shape features, modeling and segmentation of noisy and textured images, spatially constrained color-texture model for image segmentation, and texture segmentation using Gabor filters Examines textural features for image classification, a statistical approach for classification, texture classification from random features, and applications of texture classifications Describes shape from texture, including general principles, 3D shapes, and equations for recovering shape from texture Surveys texture modeling, including extraction based on Hough transformation and cycle detection, image quilting, gray level run lengths, and use of Markov random fields Aimed at researchers, academics, and advanced students in biomedical engineering, image analysis, cognitive science, and computer science and engineering, this is an essential reference for those looking to advance their understanding in this applied and emergent field.

Texture Analysis Using Structure Layer and Orientation

Author : Joe Iskandar
Publisher :
ISBN 13 :
Total Pages : 70 pages
Book Rating : 4.:/5 (113 download)

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Book Synopsis Texture Analysis Using Structure Layer and Orientation by : Joe Iskandar

Download or read book Texture Analysis Using Structure Layer and Orientation written by Joe Iskandar and published by . This book was released on 2015 with total page 70 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Biomedical Texture Analysis

Author : Adrien Depeursinge
Publisher : Academic Press
ISBN 13 : 0128123214
Total Pages : 432 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Biomedical Texture Analysis by : Adrien Depeursinge

Download or read book Biomedical Texture Analysis written by Adrien Depeursinge and published by Academic Press. This book was released on 2017-08-25 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biomedical Texture Analysis: Fundamentals, Applications, Tools and Challenges describes the fundamentals and applications of biomedical texture analysis (BTA) for precision medicine. It defines what biomedical textures (BTs) are and why they require specific image analysis design approaches when compared to more classical computer vision applications. The fundamental properties of BTs are given to highlight key aspects of texture operator design, providing a foundation for biomedical engineers to build the next generation of biomedical texture operators. Examples of novel texture operators are described and their ability to characterize BTs are demonstrated in a variety of applications in radiology and digital histopathology. Recent open-source software frameworks which enable the extraction, exploration and analysis of 2D and 3D texture-based imaging biomarkers are also presented. This book provides a thorough background on texture analysis for graduate students and biomedical engineers from both industry and academia who have basic image processing knowledge. Medical doctors and biologists with no background in image processing will also find available methods and software tools for analyzing textures in medical images. Defines biomedical texture precisely and describe how it is different from general texture information considered in computer vision Defines the general problem to translate 2D and 3D texture patterns from biomedical images to visually and biologically relevant measurements Describes, using intuitive concepts, how the most popular biomedical texture analysis approaches (e.g., gray-level matrices, fractals, wavelets, deep convolutional neural networks) work, what they have in common, and how they are different Identifies the strengths, weaknesses, and current challenges of existing methods including both handcrafted and learned representations, as well as deep learning. The goal is to establish foundations for building the next generation of biomedical texture operators Showcases applications where biomedical texture analysis has succeeded and failed Provides details on existing, freely available texture analysis software, helping experts in medicine or biology develop and test precise research hypothesis

Image Texture Analysis

Author : Chih-Cheng Hung
Publisher : Springer
ISBN 13 : 3030137732
Total Pages : 264 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Image Texture Analysis by : Chih-Cheng Hung

Download or read book Image Texture Analysis written by Chih-Cheng Hung and published by Springer. This book was released on 2019-06-05 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: This useful textbook/reference presents an accessible primer on the fundamentals of image texture analysis, as well as an introduction to the K-views model for extracting and classifying image textures. Divided into three parts, the book opens with a review of existing models and algorithms for image texture analysis, before delving into the details of the K-views model. The work then concludes with a discussion of popular deep learning methods for image texture analysis. Topics and features: provides self-test exercises in every chapter; describes the basics of image texture, texture features, and image texture classification and segmentation; examines a selection of widely-used methods for measuring and extracting texture features, and various algorithms for texture classification; explains the concepts of dimensionality reduction and sparse representation; discusses view-based approaches to classifying images; introduces the template for the K-views algorithm, as well as a range of variants of this algorithm; reviews several neural network models for deep machine learning, and presents a specific focus on convolutional neural networks. This introductory text on image texture analysis is ideally suitable for senior undergraduate and first-year graduate students of computer science, who will benefit from the numerous clarifying examples provided throughout the work.

Texture Analysis in Machine Vision

Author : Matti Pietikinen
Publisher : World Scientific
ISBN 13 : 9789810243739
Total Pages : 284 pages
Book Rating : 4.2/5 (437 download)

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Book Synopsis Texture Analysis in Machine Vision by : Matti Pietikinen

Download or read book Texture Analysis in Machine Vision written by Matti Pietikinen and published by World Scientific. This book was released on 2000 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: d104ure analysis is an important generic research area of machine vision. The potential areas of application include biomedical image analysis, industrial inspection, analysis of satellite or aerial imagery, content-based retrieval from image databases, document analysis, biometric person authentication, scene analysis for robot navigation, texture synthesis for computer graphics and animation, and image coding. d104ure analysis has been a topic of intensive research for over three decades, but the progress has been very slow.A workshop on ?d104ure Analysis in Machine Vision? was held at the University of Oulu, Finland, in 1999, providing a forum for presenting recent research results and for discussing how to make progress in order to increase the usefulness of texture in practical applications. This book contains extended and revised versions of the papers presented at the workshop. The first part of the book deals with texture analysis methodology, while the second part covers various applications. The book gives a unique view of different approaches and applications of texture analysis. It should be of great interest both to researchers of machine vision and to practitioners in various application areas.

Texture Analysis in Materials Science

Author : H.-J. Bunge
Publisher : Elsevier
ISBN 13 : 1483278395
Total Pages : 614 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Texture Analysis in Materials Science by : H.-J. Bunge

Download or read book Texture Analysis in Materials Science written by H.-J. Bunge and published by Elsevier. This book was released on 2013-09-03 with total page 614 pages. Available in PDF, EPUB and Kindle. Book excerpt: Texture Analysis in Materials Science Mathematical Methods focuses on the methodologies, processes, techniques, and mathematical aids in the orientation distribution of crystallites. The manuscript first offers information on the orientation of individual crystallites and orientation distributions. Topics include properties and representations of rotations, orientation distance, and ambiguity of rotation as a consequence of crystal and specimen symmetry. The book also takes a look at expansion of orientation distribution functions in series of generalized spherical harmonics, fiber textures, and methods not based on the series expansion. The publication reviews special distribution functions, texture transformation, and system of programs for the texture analysis of sheets of cubic materials. The text also ponders on the estimation of errors, texture analysis, and physical properties of polycrystalline materials. Topics include comparison of experimental and recalculated pole figures; indetermination error for incomplete pole figures; and determination of the texture coefficients from anisotropie polycrystal properties. The manuscript is a dependable reference for readers interested in the use of mathematical aids in the orientation distribution of crystallites.

Advances in Communication, Devices and Networking

Author : Rabindranath Bera
Publisher : Springer Nature
ISBN 13 : 981154932X
Total Pages : 502 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Advances in Communication, Devices and Networking by : Rabindranath Bera

Download or read book Advances in Communication, Devices and Networking written by Rabindranath Bera and published by Springer Nature. This book was released on 2020-07-27 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers recent trends in the field of devices, wireless communication and networking. It gathers selected papers presented at the International Conference on Communication, Devices and Networking (ICCDN 2019), which was organized by the Department of Electronics and Communication Engineering, Sikkim Manipal Institute of Technology, Sikkim, India, on 9–10 December 2019. Gathering cutting-edge research papers prepared by researchers, engineers and industry professionals, it will help young and experienced scientists and developers alike to explore new perspectives, and offer them inspirations on how to address real-world problems in the areas of electronics, communication, devices and networking.

Crystallographic Texture of Materials

Author : Satyam Suwas
Publisher : Springer
ISBN 13 : 9781447168614
Total Pages : 0 pages
Book Rating : 4.1/5 (686 download)

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Book Synopsis Crystallographic Texture of Materials by : Satyam Suwas

Download or read book Crystallographic Texture of Materials written by Satyam Suwas and published by Springer. This book was released on 2016-09-10 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing a comprehensive and invaluable overview of the basics of crystallographic textures and their industrial applications, this book covers a broad range of both structural and functional materials. It introduces the existing methods of representation in an accessible manner and presents a thorough overview of existing knowledge on texture of metallic materials. Texture analysis has widespread use in many industries, and provides crucial input towards the development of new materials and products. There has been rapid growth in the science and art of texture analysis in the last few decades. Other topics addressed within this book include recent research on texture in thin films and non-metals, and the dependence of material properties on texture, and texture control in some engineering materials. This book constitutes an invaluable reference text for researchers and professionals working on texture analysis in metallurgy, materials science and engineering, physics and geology. By using content selectively, it is also highly accessible to undergraduate students.

Morphology of Condensed Matter

Author : Klaus R. Mecke
Publisher : Springer Science & Business Media
ISBN 13 : 3540442030
Total Pages : 452 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Morphology of Condensed Matter by : Klaus R. Mecke

Download or read book Morphology of Condensed Matter written by Klaus R. Mecke and published by Springer Science & Business Media. This book was released on 2002-12-10 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: The morphology of spatially stuctured materials is a rapidly growing field of research at the interface of statistical physics, applied mathematics and materials science. A wide spectrum of applications encompasses the flow through porous and composite materials as well as microemulsions and foams. Written as a set of lectures and tutorial reviews leading up to the forefront of research, this book will be both a compendium for the experienced researcher as well as a high level introductory text for postgraduate students and nonspecialist researchers working in related areas.

Introduction to Texture Analysis

Author : Olaf Engler
Publisher : CRC Press
ISBN 13 : 1420063669
Total Pages : 490 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Introduction to Texture Analysis by : Olaf Engler

Download or read book Introduction to Texture Analysis written by Olaf Engler and published by CRC Press. This book was released on 2009-11-16 with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first edition of Introduction to Texture Analysis: Macrotexture, Microtexture, and Orientation Mapping broke new ground by collating seventy years worth of research in a convenient single-source format. Reflecting emerging methods and the evolution of the field, the second edition continues to provide comprehensive coverage of the concepts, pra