Texture Analysis in Machine Vision

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Author :
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 Pietik„inen

Download or read book Texture Analysis in Machine Vision written by Matti Pietik„inen 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.

Computer Vision Technology for Food Quality Evaluation

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Author :
Publisher : Academic Press
ISBN 13 : 0128025999
Total Pages : 660 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Computer Vision Technology for Food Quality Evaluation by : Da-Wen Sun

Download or read book Computer Vision Technology for Food Quality Evaluation written by Da-Wen Sun and published by Academic Press. This book was released on 2016-04-07 with total page 660 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer Vision Technology for Food Quality Evaluation, Second Edition continues to be a valuable resource to engineers, researchers, and technologists in research and development, as well as a complete reference to students interested in this rapidly expanding field. This new edition highlights the most recent developments in imaging processing and analysis techniques and methodology, captures cutting-edge developments in computer vision technology, and pinpoints future trends in research and development for food quality and safety evaluation and control. It is a unique reference that provides a deep understanding of the issues of data acquisition and image analysis and offers techniques to solve problems and further develop efficient methods for food quality assessment. - Thoroughly explains what computer vision technology is, what it can do, and how to apply it for food quality evaluation - Includes a wide variety of computer vision techniques and applications to evaluate a wide variety of foods - Describes the pros and cons of different techniques for quality evaluation

Computer Vision Techniques for the Diagnosis of Skin Cancer

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3642396089
Total Pages : 286 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Computer Vision Techniques for the Diagnosis of Skin Cancer by : Jacob Scharcanski

Download or read book Computer Vision Techniques for the Diagnosis of Skin Cancer written by Jacob Scharcanski and published by Springer Science & Business Media. This book was released on 2013-09-30 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of this volume is to summarize the state-of-the-art in the utilization of computer vision techniques in the diagnosis of skin cancer. Malignant melanoma is one of the most rapidly increasing cancers in the world. Early diagnosis is particularly important since melanoma can be cured with a simple excision if detected early. In recent years, dermoscopy has proved valuable in visualizing the morphological structures in pigmented lesions. However, it has also been shown that dermoscopy is difficult to learn and subjective. Newer technologies such as infrared imaging, multispectral imaging, and confocal microscopy, have recently come to the forefront in providing greater diagnostic accuracy. These imaging technologies presented in this book can serve as an adjunct to physicians and provide automated skin cancer screening. Although computerized techniques cannot as yet provide a definitive diagnosis, they can be used to improve biopsy decision-making as well as early melanoma detection, especially for patients with multiple atypical nevi.

Artificial Intelligence and Sustainability

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Publisher : Springer Nature
ISBN 13 : 3031452143
Total Pages : 228 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Artificial Intelligence and Sustainability by : Mohamed Ahmed Alloghani

Download or read book Artificial Intelligence and Sustainability written by Mohamed Ahmed Alloghani and published by Springer Nature. This book was released on 2023-11-25 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gives readers the tools to craft AI systems that don't just thrive today, but endure sustainably into the future. Whether a trailblazer or an aspiring innovator, this book enables readers to resonate with the ambitions of software developers, data scientists, and AI practitioners. The author covers the latest techniques and best practices for energy efficiency, reducing carbon footprints, and ensuring fair and ethical AI. The book also addresses important issues such as AI governance, managing risks, and ensuring transparency. Topics covered include understanding the relationship between AI and sustainable development, strategies for building efficient AI systems, and ethical considerations in AI development, among others. The author includes case studies of companies and organizations that have successfully implemented sustainable AI software development practices. Therefore, this book will be of interest to AI practitioners, academics, researchers, and lecturers in computer science, artificial intelligence, machine learning and data sciences.

Computer Vision Technology in the Food and Beverage Industries

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Author :
Publisher : Elsevier
ISBN 13 : 0857095773
Total Pages : 524 pages
Book Rating : 4.8/5 (57 download)

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Book Synopsis Computer Vision Technology in the Food and Beverage Industries by : D-W Sun

Download or read book Computer Vision Technology in the Food and Beverage Industries written by D-W Sun and published by Elsevier. This book was released on 2012-08-13 with total page 524 pages. Available in PDF, EPUB and Kindle. Book excerpt: The use of computer vision systems to control manufacturing processes and product quality has become increasingly important in food processing. Computer vision technology in the food and beverage industries reviews image acquisition and processing technologies and their applications in particular sectors of the food industry.Part one provides an introduction to computer vision in the food and beverage industries, discussing computer vision and infrared techniques for image analysis, hyperspectral and multispectral imaging, tomographic techniques and image processing. Part two goes on to consider computer vision technologies for automatic sorting, foreign body detection and removal, automated cutting and image analysis of food microstructure. Current and future applications of computer vision in specific areas of the food and beverage industries are the focus of part three. Techniques for quality control of meats are discussed alongside computer vision in the poultry, fish and bakery industries, including techniques for grain quality evaluation, and the evaluation and control of fruit, vegetable and nut quality.With its distinguished editor and international team of expert contributors, Computer vision technology in the food and beverage industries is an indispensible guide for all engineers and researchers involved in the development and use of state-of-the-art vision systems in the food industry. - Discusses computer vision and infrared techniques for image analysis, hyperspectral and multispectral imaging, tomographic techniques and image processing - Considers computer vision technologies for automatic sorting, foreign body detection and removal, automated cutting and image analysis of food microstructure - Examines techniques for quality control and computer vision in various industries including the poultry, fish and bakery, fruit, vegetable and nut industry

Advanced Techniques in Medical Imaging

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Author :
Publisher : Quing Publications
ISBN 13 : 8197056374
Total Pages : 351 pages
Book Rating : 4.1/5 (97 download)

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Book Synopsis Advanced Techniques in Medical Imaging by : Dr. Maram Ashok

Download or read book Advanced Techniques in Medical Imaging written by Dr. Maram Ashok and published by Quing Publications. This book was released on 2024-02-12 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: Medical imaging has revolutionised the field of healthcare, providing critical insights and aiding in accurate diagnoses. This book, "Advanced Techniques in Medical Imaging: Computer Vision and Machine Learning Approaches," begins with an introduction to the world of medical imaging, highlighting its importance and evolution. We then delve into the fundamentals of computer vision, a key component in interpreting complex medical images. Following this, an introduction to machine learning sets the stage for understanding how these powerful algorithms can be harnessed to analyse medical data. The book covers a wide range of topics, including image segmentation techniques that allow for precise identification of structures within medical images and feature extraction and representation, which are crucial for converting image data into usable information. We explore medical image classification, illustrating how different algorithms can differentiate between various conditions. A significant portion of the book is dedicated to deep learning architectures, which have shown remarkable success in medical diagnosis. We also discuss computer-aided diagnosis systems, becoming indispensable tools for clinicians. Finally, the book addresses the challenges faced in this field. It looks towards future directions, ensuring that readers are equipped with a comprehensive understanding of the current landscape and the potential advancements in medical imaging technology. This book aims to provide a thorough grounding in the latest techniques and approaches, making it an invaluable resource for researchers, practitioners, and students involved in the intersection of medical imaging, computer vision, and machine learning.

Computer Analysis of Images and Patterns

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Publisher : Springer Science & Business Media
ISBN 13 : 3540289690
Total Pages : 881 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Computer Analysis of Images and Patterns by : André Gagalowicz

Download or read book Computer Analysis of Images and Patterns written by André Gagalowicz and published by Springer Science & Business Media. This book was released on 2005-08-30 with total page 881 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents the proceedings of the 11th International Conference on Computer Analysis of Images and Patterns (CAIP 2005). This conference - ries started about 20 years ago in Berlin. Initially, the conference served as a forum for meetings between scientists from Western and Eastern-block co- tries. Nowadays, the conference attracts participants from all over the world. The conference gives equal weight to posters and oral presentations, and the selected presentation mode is based on the most appropriate communication medium. The program follows a single-track format, rather than parallel s- sions. Non-overlapping oral and poster sessions ensure that all attendees have the opportunity to interact personally with presenters. As for the numbers, we received a total of 185 submissions. All papers were reviewed by two to four members of the Program Committee. The ?nal selection was carried out by the Conference Chairs. Out of the 185 papers, 65 were - lected for oral presentation and 43 as posters. CAIP is becoming well recognized internationally, and this year’s presentations came from 26 di?erent countries. South Korea proved to be the most active scienti?cally with a total of 16 - cepted papers. At this point, we wish to thank the Program Committee and additional referees for their timely and high-quality reviews. The paper s- mission and review procedure was carried out electronically. We also thank the invited speakers Reinhardt Koch and Thomas Vetter for kindly accepting to present invited papers.

Handbook of Texture Analysis

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Author :
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.

Sea Ice

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Publisher : John Wiley & Sons
ISBN 13 : 111982821X
Total Pages : 628 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Sea Ice by : Mohammed Shokr

Download or read book Sea Ice written by Mohammed Shokr and published by John Wiley & Sons. This book was released on 2023-04-20 with total page 628 pages. Available in PDF, EPUB and Kindle. Book excerpt: SEA ICE The latest edition of the gold standard in sea ice references In the newly revised second edition of Sea Ice: Physics and Remote Sensing, a team of distinguished researchers delivers an in-depth review of the features and structural properties of ice, as well as the latest advances in geophysical sensors, ice parameter retrieval techniques, and remote sensing data. The book has been updated to reflect the latest scientific developments in macro- and micro-scale sea ice research. For this edition, the authors have included high-quality photographs of thin sections from cores of various ice types, as well as a comprehensive account of all major field expeditions that have systematically surveyed sea ice and its properties. Readers will also find: A thorough introduction to ice physics and physical processes, including ice morphology and age-based structural features Practical discussions of radiometric and radar-scattering observations from sea ice, including radar backscatter and microwave emission The latest techniques for the retrieval of sea ice parameters from space-borne and airborne sensor data New chapters on sea ice thermal microwave emissions and on the impact of climate change on polar sea ice Perfect for academic researchers working on sea ice, the cryosphere, and climatology, Sea Ice: Physics and Remote Sensing will also benefit meteorologists, marine operators, and high-latitude construction engineers.

Computer Vision, Imaging and Computer Graphics Theory and Applications

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Publisher : Springer
ISBN 13 : 3030267563
Total Pages : 406 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Computer Vision, Imaging and Computer Graphics Theory and Applications by : Dominique Bechmann

Download or read book Computer Vision, Imaging and Computer Graphics Theory and Applications written by Dominique Bechmann and published by Springer. This book was released on 2019-07-23 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes thoroughly revised and selected papers from the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2018, held in Funchal-Madeira, Portugal, in January 2018. The 18 thoroughly revised and extended papers presented in this volume were carefully reviewed and selected from 317 submissions. The papers contribute to the understanding of relevant trends of current research on computer graphics; human computer interaction; information visualization; computer vision.

Cognitive Informatics for Revealing Human Cognition: Knowledge Manipulations in Natural Intelligence

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Publisher : IGI Global
ISBN 13 : 1466624779
Total Pages : 483 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Cognitive Informatics for Revealing Human Cognition: Knowledge Manipulations in Natural Intelligence by : Wang, Yingxu

Download or read book Cognitive Informatics for Revealing Human Cognition: Knowledge Manipulations in Natural Intelligence written by Wang, Yingxu and published by IGI Global. This book was released on 2012-11-30 with total page 483 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book presents indepth research that builds a link between natural and life sciences with informatics and computer science for investigating cognitive mechanisms and the human information processes"--

Technology Development for Army Unmanned Ground Vehicles

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Publisher : National Academies Press
ISBN 13 : 0309086205
Total Pages : 180 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Technology Development for Army Unmanned Ground Vehicles by : National Research Council

Download or read book Technology Development for Army Unmanned Ground Vehicles written by National Research Council and published by National Academies Press. This book was released on 2003-02-01 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unmanned ground vehicles (UGV) are expected to play a key role in the Army's Objective Force structure. These UGVs would be used for weapons platforms, logistics carriers, and reconnaissance, surveillance, and target acquisition among other things. To examine aspects of the Army's UGV program, assess technology readiness, and identify key issues in implementing UGV systems, among other questions, the Deputy Assistant Secretary of the Army for Research and Technology asked the National Research Council (NRC) to conduct a study of UGV technologies. This report discusses UGV operational requirements, current development efforts, and technology integration and roadmaps to the future. Key recommendations are presented addressing technical content, time lines, and milestones for the UGV efforts.

Close-Range Photogrammetry and 3D Imaging

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Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3111029670
Total Pages : 852 pages
Book Rating : 4.1/5 (11 download)

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Book Synopsis Close-Range Photogrammetry and 3D Imaging by : Thomas Luhmann

Download or read book Close-Range Photogrammetry and 3D Imaging written by Thomas Luhmann and published by Walter de Gruyter GmbH & Co KG. This book was released on 2023-10-04 with total page 852 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fourth edition of this well-known guide to close-range photogrammetry provides a thorough presentation of the methods, mathematics, systems and applications which comprise the subject of close-range photogrammetry. The authors present accurate imaging techniques to analyse the three-dimensional shape of a wide range of manufactured and natural objects.  1st edition awarded the Karl-Kraus-Medal for “Best International Textbook’’.  Covers all current and established technology features and recent technology developments of signifi cance.  New topics include: aspherical lenses, hyperspectral camera and colour calibration.

Readings in Computer Vision

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Publisher : Elsevier
ISBN 13 : 0080515819
Total Pages : 815 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Readings in Computer Vision by : Martin A. Fischler

Download or read book Readings in Computer Vision written by Martin A. Fischler and published by Elsevier. This book was released on 2014-06-28 with total page 815 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of computer vision combines techniques from physics, mathematics, psychology, artificial intelligence, and computer science to examine how machines might construct meaningful descriptions of their surrounding environment. The editors of this volume, prominent researchers and leaders of the SRI International AI Center Perception Group, have selected sixty papers, most published since 1980, with the viewpoint that computer vision is concerned with solving seven basic problems: - Reconstructing 3D scenes from 2D images - Decomposing images into their component parts - Recognizing and assigning labels to scene objects - Deducing and describing relations among scene objects - Determining the nature of computer architectures that can support the visual function - Representing abstractions in the world of computer memory - Matching stored descriptions to image representation Each chapter of this volume addresses one of these problems through an introductory discussion, which identifies major ideas and summarizes approaches, and through reprints of key research papers. Two appendices on crucial assumptions in image interpretation and on parallel architectures for vision applications, a glossary of technical terms, and a comprehensive bibliography and index complete the volume.

Pattern Recognition and Computer Vision

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Publisher : Springer Nature
ISBN 13 : 9819984629
Total Pages : 514 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Pattern Recognition and Computer Vision by : Qingshan Liu

Download or read book Pattern Recognition and Computer Vision written by Qingshan Liu and published by Springer Nature. This book was released on 2024-01-26 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 13-volume set LNCS 14425-14437 constitutes the refereed proceedings of the 6th Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2023, held in Xiamen, China, during October 13–15, 2023. The 532 full papers presented in these volumes were selected from 1420 submissions. The papers have been organized in the following topical sections: Action Recognition, Multi-Modal Information Processing, 3D Vision and Reconstruction, Character Recognition, Fundamental Theory of Computer Vision, Machine Learning, Vision Problems in Robotics, Autonomous Driving, Pattern Classification and Cluster Analysis, Performance Evaluation and Benchmarks, Remote Sensing Image Interpretation, Biometric Recognition, Face Recognition and Pose Recognition, Structural Pattern Recognition, Computational Photography, Sensing and Display Technology, Video Analysis and Understanding, Vision Applications and Systems, Document Analysis and Recognition, Feature Extraction and Feature Selection, Multimedia Analysis and Reasoning, Optimization and Learning methods, Neural Network and Deep Learning, Low-Level Vision and Image Processing, Object Detection, Tracking and Identification, Medical Image Processing and Analysis

Computers in Engineering

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Publisher :
ISBN 13 :
Total Pages : 824 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Computers in Engineering by :

Download or read book Computers in Engineering written by and published by . This book was released on 1987 with total page 824 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Progress in Image Analysis and Processing, ICIAP 2013

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Publisher : Springer
ISBN 13 : 3642411819
Total Pages : 883 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Progress in Image Analysis and Processing, ICIAP 2013 by : Alfredo Petrosino

Download or read book Progress in Image Analysis and Processing, ICIAP 2013 written by Alfredo Petrosino and published by Springer. This book was released on 2013-09-02 with total page 883 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two volume set (LNCS 8156 and 8157) constitutes the refereed proceedings of the 17th International Conference on Image Analysis and Processing, ICIAP 2013, held in Naples, Italy, in September 2013. The 162 papers presented were carefully reviewed and selected from 354 submissions. The papers aim at highlighting the connection and synergies of image processing and analysis with pattern recognition and machine learning, human computer systems, biomedical imaging and applications, multimedia interaction and processing, 3D computer vision, and understanding objects and scene.