Handbook Of Texture Analysis

Author : Majid Mirmehdi,Xianghua Xie,Jasjit S. Suri
Publisher : World Scientific
Page : 424 pages
File Size : 48,6 Mb
Release : 2008
Category : Computers
ISBN : 9781848161153

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Handbook of Texture Analysis by Majid Mirmehdi,Xianghua Xie,Jasjit S. Suri Pdf

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.

Author : Chi Hau Chen,Louis-francois Pau,Patrick S P Wang
Publisher : World Scientific
Page : 1045 pages
File Size : 42,5 Mb
Release : 1999-03-12
Category : Computers
ISBN : 9789814497640

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Handbook Of Pattern Recognition And Computer Vision (2nd Edition) by Chi Hau Chen,Louis-francois Pau,Patrick S P Wang Pdf

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. This indispensable handbook will continue to serve as an authoritative and comprehensive guide in the field.

Author : Ayman El-Baz,Mohammed Ghazal,Jasjit S. Suri
Publisher : CRC Press
Page : 271 pages
File Size : 47,5 Mb
Release : 2024-06-21
Category : Computers
ISBN : 9781040008904

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Handbook of Texture Analysis by Ayman El-Baz,Mohammed Ghazal,Jasjit S. Suri Pdf

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.

Author : Ayman El-Baz,Ghazal Mohammad a,Jasjit S Suri
Publisher : Unknown
Page : 0 pages
File Size : 41,6 Mb
Release : 2024-04
Category : Electronic
ISBN : 1032727411

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Handbook of Texture Analysis by Ayman El-Baz,Ghazal Mohammad a,Jasjit S Suri Pdf

This two-volume handbook provides a comprehensive view of texture analysis in both AI-based industrial and medical imaging applications. The first volume covers texture analysis for neuroradiology; information-theoretic entropy; chronic liver diseases; clinical management of focal liver lesions; abdominal imaging; optical coherence tomography images; thoracic imaging; prostate cancer; breast cancer; bladder cancer, quality evaluation of meat products; and detection of powdery mildew on strawberry leaves. The second volume covers Local Binary Descriptors for Texture Classification; Precision Grading of Glioma; Liver Tumor Detection and Grading; Texture Analysis in Radiology; Texture Analysis Using a Self-Organizing Feature Map; Sensor-Based Human Activity Recognition Analysis Using Machine Learning and Topological Data Analysis; Texture Analysis in Retinal OCT Imaging; Pneumonia Detection; Prostatic Adenocarcinoma; and Texture Analysis in Cancer Prognosis. Aimed at researchers, academics, and advanced students in biomedical engineering, image analysis, cognitive science, and computer science and engineering, this handbook is an essential reference for those looking to advance their understanding in this applied and emergent field.

Author : Olaf Engler,Valerie Randle
Publisher : CRC Press
Page : 490 pages
File Size : 54,8 Mb
Release : 2009-11-16
Category : Science
ISBN : 9781420063660

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Introduction to Texture Analysis by Olaf Engler,Valerie Randle Pdf

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

Author : Ayman El-Baz,Ghazal Mohammad a,Jasjit S Suri
Publisher : Unknown
Page : 0 pages
File Size : 45,5 Mb
Release : 2024-04-25
Category : Computers
ISBN : 0367483459

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Handbook of Texture Analysis by Ayman El-Baz,Ghazal Mohammad a,Jasjit S Suri Pdf

This volume presents important branches of texture analysis methods which find a proper application in AI-based medical image analysis.

Author : Arcangelo Distante,Cosimo Distante
Publisher : Springer Nature
Page : 507 pages
File Size : 53,6 Mb
Release : 2020-05-28
Category : Computers
ISBN : 9783030381486

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Handbook of Image Processing and Computer Vision by Arcangelo Distante,Cosimo Distante Pdf

Across three volumes, the Handbook of Image Processing and Computer Vision presents a comprehensive review of the full range of topics that comprise the field of computer vision, from the acquisition of signals and formation of images, to learning techniques for scene understanding. The authoritative insights presented within cover all aspects of the sensory subsystem required by an intelligent system to perceive the environment and act autonomously. Volume 1 (From Energy to Image) examines the formation, properties, and enhancement of a digital image. Topics and features: • Describes the fundamental processes in the field of artificial vision that enable the formation of digital images from light energy • Covers light propagation, color perception, optical systems, and the analog-to-digital conversion of the signal • Discusses the information recorded in a digital image, and the image processing algorithms that can improve the visual qualities of the image • Reviews boundary extraction algorithms, key linear and geometric transformations, and techniques for image restoration • Presents a selection of different image segmentation algorithms, and of widely-used algorithms for the automatic detection of points of interest • Examines important algorithms for object recognition, texture analysis, 3D reconstruction, motion analysis, and camera calibration • Provides an introduction to four significant types of neural network, namely RBF, SOM, Hopfield, and deep neural networks This all-encompassing survey offers a complete reference for all students, researchers, and practitioners involved in developing intelligent machine vision systems. The work is also an invaluable resource for professionals within the IT/software and electronics industries involved in machine vision, imaging, and artificial intelligence. Dr. Cosimo Distante is a Research Scientist in Computer Vision and Pattern Recognition in the Institute of Applied Sciences and Intelligent Systems (ISAI) at the Italian National Research Council (CNR). Dr. Arcangelo Distante is a researcher and the former Director of the Institute of Intelligent Systems for Automation (ISSIA) at the CNR. His research interests are in the fields of Computer Vision, Pattern Recognition, Machine Learning, and Neural Computation.

Author : Olaf Engler,Stefan Zaefferer,Valerie Randle
Publisher : CRC Press
Page : 581 pages
File Size : 55,9 Mb
Release : 2024-02-27
Category : Science
ISBN : 9781000997910

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Introduction to Texture Analysis by Olaf Engler,Stefan Zaefferer,Valerie Randle Pdf

Reflecting emerging methods and the evolution of the field, Introduction to Texture Analysis: Macrotexture, Microtexture, and Orientation Mapping keeps mathematics to a minimum in covering both traditional macrotexture analysis and more advanced electron-microscopy-based microtexture analysis. The authors integrate the two techniques and address the subsequent need for a more detailed explanation of philosophy, practice, and analysis associated with texture analysis. The book illustrates approaches to orientation measurement and interpretation and elucidates the fundamental principles on which measurements are based. Thoroughly updated, this Third Edition of a best-seller is a rare introductory-level guide to texture analysis. Discusses terminology associated with orientations, texture, and their representation, as well as the diffraction of radiation, a phenomenon that is the basis for almost all texture analysis Covers data acquisition, as well as representation and evaluation related to the well-established methods of macrotexture analysis Updated to include experimental details of the latest transmission or scanning electron microscope-based techniques for microstructure analysis, including electron backscatter diffraction (EBSD) Describes how microtexture data are evaluated and represented and emphasizes the advances in orientation microscopy and mapping, and advanced issues concerning crystallographic aspects of interfaces and connectivity Offers new and innovative grain boundary descriptions and examples This book is an ideal tool to help readers in the materials sciences develop a working understanding of the practice and applications of texture.

Author : Mikell P. Groover
Publisher : John Wiley & Sons
Page : 1027 pages
File Size : 49,9 Mb
Release : 2010-01-07
Category : Technology & Engineering
ISBN : 9780470467008

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Fundamentals of Modern Manufacturing by Mikell P. Groover Pdf

Engineers rely on Groover because of the book’s quantitative and engineering-oriented approach that provides more equations and numerical problem exercises. The fourth edition introduces more modern topics, including new materials, processes and systems. End of chapter problems are also thoroughly revised to make the material more relevant. Several figures have been enhanced to significantly improve the quality of artwork. All of these changes will help engineers better understand the topic and how to apply it in the field.

Author : Leo M.L. Nollet,Fidel Toldra
Publisher : CRC Press
Page : 990 pages
File Size : 54,6 Mb
Release : 2008-11-10
Category : Technology & Engineering
ISBN : 9781420045307

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Handbook of Muscle Foods Analysis by Leo M.L. Nollet,Fidel Toldra Pdf

In today's nutrition-conscious society, there is a growing awareness among meat scientists and consumers about the importance of the essential amino acids, vitamins, and minerals found in muscle foods. Handbook of Muscle Foods Analysis provides a comprehensive overview and description of the analytical techniques and application methodologies for t

Author : Chih-Cheng Hung,Enmin Song,Yihua Lan
Publisher : Springer
Page : 264 pages
File Size : 53,6 Mb
Release : 2019-06-05
Category : Computers
ISBN : 9783030137731

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Image Texture Analysis by Chih-Cheng Hung,Enmin Song,Yihua Lan Pdf

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.

Author : Carl Musolff
Publisher : Unknown
Page : 128 pages
File Size : 47,7 Mb
Release : 2021-03-09
Category : Electronic
ISBN : 1736846809

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The Surface Texture Answer Book by Carl Musolff Pdf

Author : Nava Dayan
Publisher : John Wiley & Sons
Page : 704 pages
File Size : 51,6 Mb
Release : 2016-12-15
Category : Science
ISBN : 9781119364238

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Handbook of Formulating Dermal Applications by Nava Dayan Pdf

The conceptualization and formulation of skin care products intended for topical use is a multifaceted and evolving area of science. Formulators must account for myriad skin types, emerging opportunities for product development as well as a very temperamental retail market. Originally published as "Apply Topically" in 2013 (now out of print), this reissued detailed and comprehensive handbook offers a practical approach to the formulation chemist's day-to-day endeavors by: Addressing the innumerable challenges facing the chemist both in design and at the bench, such as formulating with/for specific properties; formulation, processing and production techniques; sensory and elegancy; stability and preservation; color cosmetics; sunscreens; Offering valuable guidance to troubleshooting issues regarding ingredient selection and interaction, regulatory concerns that must be addressed early in development, and the extrapolation of preservative systems, fragrances, stability and texture aids; Exploring the advantages and limitations of raw materials; Addressing scale-up and pilot production process and concerns; Testing and Measurements Methods. The 22 chapters written by industry experts such as Roger L. McMullen, Paul Thau, Hemi Nae, Ada Polla, Howard Epstein, Joseph Albanese, Mark Chandler, Steve Herman, Gary Kelm, Patricia Aikens, and Sam Shefer, along with many others, give the reader and user the ultimate handbook on topical product development.

Author : Chi-hau Chen
Publisher : World Scientific
Page : 582 pages
File Size : 40,9 Mb
Release : 2015-12-15
Category : Computers
ISBN : 9789814656535

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Handbook of Pattern Recognition and Computer Vision (5th Edition) by Chi-hau Chen Pdf

The book provides an up-to-date and authoritative treatment of pattern recognition and computer vision, with chapters written by leaders in the field. On the basic methods in pattern recognition and computer vision, topics range from statistical pattern recognition to array grammars to projective geometry to skeletonization, and shape and texture measures. Recognition applications include character recognition and document analysis, detection of digital mammograms, remote sensing image fusion, and analysis of functional magnetic resonance imaging data, etc.

Author : Leo M.L. Nollet,Fidel Toldra
Publisher : CRC Press
Page : 782 pages
File Size : 55,5 Mb
Release : 2008-11-12
Category : Technology & Engineering
ISBN : 9781420045338

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Handbook of Processed Meats and Poultry Analysis by Leo M.L. Nollet,Fidel Toldra Pdf

Muscle foods include a wide range of processed meats and poultry, and therefore represent an important percentage of total worldwide food consumption. The sheer volume of products and the variety of processes available makes analyzing them problematic. Co-Edited by Fidel Toldra - Recipient of the 2010 Distinguished Research Award from the American