Machine Vision Inspection Systems, Machine Learning-Based Approaches

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Publisher : John Wiley & Sons
ISBN 13 : 1119786118
Total Pages : 352 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Machine Vision Inspection Systems, Machine Learning-Based Approaches by : Muthukumaran Malarvel

Download or read book Machine Vision Inspection Systems, Machine Learning-Based Approaches written by Muthukumaran Malarvel and published by John Wiley & Sons. This book was released on 2021-01-15 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Vision Inspection Systems (MVIS) is a multidisciplinary research field that emphasizes image processing, machine vision and, pattern recognition for industrial applications. Inspection techniques are generally used in destructive and non-destructive evaluation industry. Now a day's the current research on machine inspection gained more popularity among various researchers, because the manual assessment of the inspection may fail and turn into false assessment due to a large number of examining while inspection process. This volume 2 covers machine learning-based approaches in MVIS applications and it can be employed to a wide diversity of problems particularly in Non-Destructive testing (NDT), presence/absence detection, defect/fault detection (weld, textile, tiles, wood, etc.), automated vision test & measurement, pattern matching, optical character recognition & verification (OCR/OCV), natural language processing, medical diagnosis, etc. This edited book is designed to address various aspects of recent methodologies, concepts, and research plan out to the readers for giving more depth insights for perusing research on machine vision using machine learning-based approaches.

Machine Vision Applications in Industrial Inspection

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Publisher :
ISBN 13 :
Total Pages : 182 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Machine Vision Applications in Industrial Inspection by :

Download or read book Machine Vision Applications in Industrial Inspection written by and published by . This book was released on 1998 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Handbook of Research on Machine Learning Applications and Trends: Algorithms, Methods, and Techniques

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Publisher : IGI Global
ISBN 13 : 1605667676
Total Pages : 734 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Handbook of Research on Machine Learning Applications and Trends: Algorithms, Methods, and Techniques by : Olivas, Emilio Soria

Download or read book Handbook of Research on Machine Learning Applications and Trends: Algorithms, Methods, and Techniques written by Olivas, Emilio Soria and published by IGI Global. This book was released on 2009-08-31 with total page 734 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book investiges machine learning (ML), one of the most fruitful fields of current research, both in the proposal of new techniques and theoretic algorithms and in their application to real-life problems"--Provided by publisher.

8th International Conference on Engineering, Project, and Product Management (EPPM 2017)

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Author :
Publisher : Springer
ISBN 13 : 3319741233
Total Pages : 347 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis 8th International Conference on Engineering, Project, and Product Management (EPPM 2017) by : Sümer Şahin

Download or read book 8th International Conference on Engineering, Project, and Product Management (EPPM 2017) written by Sümer Şahin and published by Springer. This book was released on 2018-03-14 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the 8th International Conference on Engineering, Project, and Product Management (EPPM 2017), highlighting the importance of engineering, project and product management in a region of the world that is in need of transformation and rebuilding. The aim of the conference was to bring together the greatest minds in engineering and management and offer them a platform to share their innovative, and potentially transformational, findings. The proceedings are comprehensive, multidisciplinary, and advanced in their approach with an appeal not only for academicians and university students but also for professionals in various engineering fields, especially construction, manufacturing and production.

Machine Vision for Industry 4.0

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Author :
Publisher :
ISBN 13 : 9780367641641
Total Pages : pages
Book Rating : 4.6/5 (416 download)

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Book Synopsis Machine Vision for Industry 4.0 by : Roshani Raut

Download or read book Machine Vision for Industry 4.0 written by Roshani Raut and published by . This book was released on 2022 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book discusses the use of machine vision and technologies in specific engineering case studies and focuses on how machine vision techniques are impacting every step of industrial processes and how smart sensors and cognitive big data analytics are supporting the automation processes in Industry 4.0 applications. Industry 4.0, the fourth industrial revolution, combines traditional manufacturing with automation and data exchange. Machine vision is used in industry for reliable product inspections, quality control, and data capture solutions. It combines different technologies to provide important information from the acquisition and analysis of images for robot-based inspection and guidance"--

Image Processing: Concepts, Methodologies, Tools, and Applications

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Author :
Publisher : IGI Global
ISBN 13 : 1466639954
Total Pages : 1587 pages
Book Rating : 4.4/5 (666 download)

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

Download or read book Image Processing: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2013-05-31 with total page 1587 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

A Guide for Machine Vision in Quality Control

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Publisher : CRC Press
ISBN 13 : 1000753816
Total Pages : 193 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis A Guide for Machine Vision in Quality Control by : Sheila Anand

Download or read book A Guide for Machine Vision in Quality Control written by Sheila Anand and published by CRC Press. This book was released on 2019-12-23 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Vision systems combine image processing with industrial automation. One of the primary areas of application of Machine Vision in the Industry is in the area of Quality Control. Machine vision provides fast, economic and reliable inspection that improves quality as well as business productivity. Building machine vision applications is a challenging task as each application is unique, with its own requirements and desired outcome. A Guide to Machine Vision in Quality Control follows a practitioner’s approach to learning machine vision. The book provides guidance on how to build machine vision systems for quality inspections. Practical applications from the Industry have been discussed to provide a good understanding of usage of machine vision for quality control. Real-world case studies have been used to explain the process of building machine vision solutions. The book offers comprehensive coverage of the essential topics, that includes: Introduction to Machine Vision Fundamentals of Digital Images Discussion of various machine vision system components Digital image processing related to quality control Overview of automation The book can be used by students and academics, as well as by industry professionals, to understand the fundamentals of machine vision. Updates to the on-going technological innovations have been provided with a discussion on emerging trends in machine vision and smart factories of the future. Sheila Anand is a PhD graduate and Professor at Rajalakshmi Engineering College, Chennai, India. She has over three decades of experience in teaching, consultancy and research. She has worked in the software industry and has extensive experience in development of software applications and in systems audit of financial, manufacturing and trading organizations. She guides Ph.D. aspirants and many of her research scholars have since been awarded their doctoral degree. She has published many papers in national and international journals and is a reviewer for several journals of repute. L Priya is a PhD graduate working as Associate Professor and Head, Department of Information Technology at Rajalakshmi Engineering College, Chennai, India. She has nearly two decades of teaching experience and good exposure to consultancy and research. She has delivered many invited talks, presented papers and won several paper awards in International Conferences. She has published several papers in International journals and is a reviewer for SCI indexed journals. Her areas of interest include Machine Vision, Wireless Communication and Machine Learning.

Machine Vision

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Author :
Publisher : Springer
ISBN 13 : 3662477947
Total Pages : 802 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Machine Vision by : Jürgen Beyerer

Download or read book Machine Vision written by Jürgen Beyerer and published by Springer. This book was released on 2015-10-01 with total page 802 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book offers a thorough introduction to machine vision. It is organized in two parts. The first part covers the image acquisition, which is the crucial component of most automated visual inspection systems. All important methods are described in great detail and are presented with a reasoned structure. The second part deals with the modeling and processing of image signals and pays particular regard to methods, which are relevant for automated visual inspection.

Sensors for Industrial Inspection

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Publisher : Springer Science & Business Media
ISBN 13 : 9401127301
Total Pages : 440 pages
Book Rating : 4.4/5 (11 download)

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Book Synopsis Sensors for Industrial Inspection by : C. Loughlin

Download or read book Sensors for Industrial Inspection written by C. Loughlin and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: Numerous areas of expertise are often required for the inspection of an individual product, with many different sensors being used within a single inspection machine. For this reason it is necessary for the production engineer to have at least a working knowledge of all the different technologies that may be employed. This book covers the majority of sensors that can be applied on the shop floor and has been designed to assist engineers with little or no previous experience in the various fields. The information that the book contains is of a highly practical nature and is based on the author's considerable first-hand experience of varied industrial applications.

Applications of Computer Vision in Automation and Robotics

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Publisher : MDPI
ISBN 13 : 3039435817
Total Pages : 186 pages
Book Rating : 4.0/5 (394 download)

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Book Synopsis Applications of Computer Vision in Automation and Robotics by : Krzysztof Okarma

Download or read book Applications of Computer Vision in Automation and Robotics written by Krzysztof Okarma and published by MDPI. This book was released on 2021-01-28 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents recent research results related to various applications of computer vision methods in the widely understood contexts of automation and robotics. As the current progress of image analysis applications may be easily observed in various areas of everyday life, it becomes one of the most essential elements of development of Industry 4.0 solutions. Some of the examples, partially discussed in individual chapters, may be related to the visual navigation of mobile robots and drones, monitoring of industrial production lines, non-destructive evaluation and testing, monitoring of the IoT devices or the 3D printing process and the quality assessment of manufactured objects, video surveillance systems, and decision support in autonomous vehicles.

Interactive Image Processing for Machine Vision

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Publisher : Springer
ISBN 13 : 1447103939
Total Pages : 394 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Interactive Image Processing for Machine Vision by : Bruce G. Batchelor

Download or read book Interactive Image Processing for Machine Vision written by Bruce G. Batchelor and published by Springer. This book was released on 2012-12-06 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine vision systems offer great potential in a large number of areas of manufacturing industry and are used principally for Automated Visual Inspection and Robot Vision. This publication presents the state of the art in image processing. It discusses techniques which have been developed for designing machines for use in industrial inspection and robot control, putting the emphasis on software and algorithms. A comprehensive set of image processing subroutines, which together form the basic vocabulary for the versatile image processing language IIPL, is presented. This language has proved to be extremely effective, working as a design tool, in solving numerous practical inspection problems. The merging of this language with Prolog provides an even more powerful facility which retains the benefits of human and machine intelligence. The authors bring together the practical experience and the picture material from a leading industrial research laboratory and the mathematical foundations necessary to understand and apply concepts in image processing. Interactive Image Processing is a self-contained reference book that can also be used in graduate level courses in electrical engineering, computer science and physics.

Examining Optoelectronics in Machine Vision and Applications in Industry 4.0

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Publisher : IGI Global
ISBN 13 : 179986524X
Total Pages : 346 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Examining Optoelectronics in Machine Vision and Applications in Industry 4.0 by : Sergiyenko, Oleg

Download or read book Examining Optoelectronics in Machine Vision and Applications in Industry 4.0 written by Sergiyenko, Oleg and published by IGI Global. This book was released on 2021-02-12 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: The research and exploitation of optoelectronic properties in the industrial branch of electronics is becoming more popular each day due to the important role they play in the development of a large variety of sensors, devices, and systems for identifying, measuring, and constructing. While optoelectronics study the applications of electronic devices that source, detect, and transform light, machine vision generates and detects light in order to provide imaging-based automatic inspections and analysis for such applications as automatic object and environmental inspection, process control, and robot/mobile machine guidance in industry. Machine vision is less efficient without optoelectronics, and thus, it is important to investigate the theoretical approaches to different optoelectronic devices available for machine vision as well as current scanning technologies. Examining Optoelectronics in Machine Vision and Applications in Industry 4.0 focuses on the examination of emerging technologies for the design, fabrication, and implementation of optoelectronic sensors, devices, and systems in a machine vision approach to support industrial, commercial, and scientific applications. The book covers topics such as the design, fabrication, and implementation of sensors and devices as well as the development viewpoint of optoelectronic systems and artificial vision techniques using optoelectronic devices. The interaction and informational communication between all these mentioned devices in the complex solution of the same task is the subject of modern challenges in Industry 4.0. Thus, this book supports engineers, technology developers, academicians, researchers, and students who seek machine vision techniques for detection, measurement, and 3D reconstruction.

Analytical and Diagnostic Techniques for Semiconductor Materials, Devices, and Processes

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Publisher : The Electrochemical Society
ISBN 13 : 9781566773485
Total Pages : 572 pages
Book Rating : 4.7/5 (734 download)

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Book Synopsis Analytical and Diagnostic Techniques for Semiconductor Materials, Devices, and Processes by : Bernd O. Kolbesen

Download or read book Analytical and Diagnostic Techniques for Semiconductor Materials, Devices, and Processes written by Bernd O. Kolbesen and published by The Electrochemical Society. This book was released on 2003 with total page 572 pages. Available in PDF, EPUB and Kindle. Book excerpt: .".. ALTECH 2003 was Symposium J1 held at the 203rd Meeting of the Electrochemical Society in Paris, France from April 27 to May 2, 2003 ... Symposium M1, Diagnostic Techniques for Semiconductor Materials and Devices, was part of the 202nd Meeting of the Electrochemical Society held in Salt Lake City, Utah, from October 21 to 25, 2002 ..."--p. iii.

Proceedings of the Seventh Asia International Symposium on Mechatronics

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Publisher : Springer Nature
ISBN 13 : 9813294418
Total Pages : 1037 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis Proceedings of the Seventh Asia International Symposium on Mechatronics by : Baoyan Duan

Download or read book Proceedings of the Seventh Asia International Symposium on Mechatronics written by Baoyan Duan and published by Springer Nature. This book was released on 2019-08-30 with total page 1037 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents high-quality papers from the Seventh Asia International Symposium on Mechatronics (AISM 2019). It discusses the latest technological trends and advances in electromechanical coupling and environmental adaptability design for electronic equipment, sensing and measurement, mechatronics in manufacturing and automation, micro-mechatronics, energy harvesting & storage, robotics, automation and control systems. It includes papers based on original theoretical, practical and experimental simulations, development, applications, measurements, and testing. The applications and solutions discussed here provide excellent reference material for future product developments.

Simulation-based Planning of Machine Vision Inspection Systems with an Application to Laser Triangulation

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Publisher : KIT Scientific Publishing
ISBN 13 : 373150989X
Total Pages : 238 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis Simulation-based Planning of Machine Vision Inspection Systems with an Application to Laser Triangulation by : Mohammadikaji, Mahsa

Download or read book Simulation-based Planning of Machine Vision Inspection Systems with an Application to Laser Triangulation written by Mohammadikaji, Mahsa and published by KIT Scientific Publishing. This book was released on 2020-06-22 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Machine Vision Applications in Industrial Inspection VIII

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Publisher :
ISBN 13 : 9780819435842
Total Pages : pages
Book Rating : 4.4/5 (358 download)

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Book Synopsis Machine Vision Applications in Industrial Inspection VIII by :

Download or read book Machine Vision Applications in Industrial Inspection VIII written by and published by . This book was released on 2000 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Models for Computer Aided Tolerancing in Design and Manufacturing

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Publisher : Springer Science & Business Media
ISBN 13 : 1402054386
Total Pages : 360 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Models for Computer Aided Tolerancing in Design and Manufacturing by : Joseph K. Davidson

Download or read book Models for Computer Aided Tolerancing in Design and Manufacturing written by Joseph K. Davidson and published by Springer Science & Business Media. This book was released on 2007-05-19 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: The contents of this book originate from a collection of selected papers presented at the 9th CIRP International Seminar on CAT held in April, 2005 at Arizona State University, USA. The CIRP plans this seminar every two years, and the book is one in a series of Proceedings on CAT. It contains 33 papers by experts from around the world on subjects that range from theoretical models to practical applications.