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Machine Vision for Inspection and Measurement

2012-12-02 Technology & Engineering
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Release : 2012-12-02
Genre : Technology & Engineering
Kind : eBook
Book Rating : 588/5 ( reviews)

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Book Synopsis Machine Vision for Inspection and Measurement by : Herbert Freeman

Download or read book Machine Vision for Inspection and Measurement written by Herbert Freeman. This book was released on 2012-12-02. Available in PDF, EPUB and Kindle. Book excerpt: Machine Vision for Inspection and Measurement contains the proceedings of the Second Annual Workshop on Machine Vision sponsored by the Center for Computer Aids for Industrial Productivity (CAIP) at Rutgers University and held on April 25-26, 1988 in New Brunswick, New Jersey. The papers explore the application of machine vision to inspection and measurement and cover topics such as the problem of object-pose estimation and depth recovery through inverse optics. The use of machine vision techniques in inspection of integrated circuits and semiconductor wafers is also discussed. Comprised of 11 chapters, this book opens with the problem of using fine-grained parallel machines for VLSI inspection. The discussion then turns to a variety of real-life applications of machine vision, including inspection of integrated circuits, semiconductor wafers, TV-tube glass, and mechanical parts. The use of machine vision to measure the curvature of the human cornea for vision correction and contact lens fitting purposes is also considered. The remaining chapters focus on motion estimation from stereo sequences using orthographic-view algorithms; photometric sampling for determining surface shape and reflectance; and efficient depth recovery by means of inverse optics. A chapter addresses the question of whether the industry is ready for machine vision and comes up with some optimistic predictions. This monograph will be of interest to practitioners in the fields of computer science and applied mathematics.

Machine Vision

2015-10-01 Technology & Engineering
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Release : 2015-10-01
Genre : Technology & Engineering
Kind : eBook
Book Rating : 947/5 ( reviews)

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Book Synopsis Machine Vision by : Jürgen Beyerer

Download or read book Machine Vision written by Jürgen Beyerer. This book was released on 2015-10-01. 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.

Machine Vision Inspection Systems, Machine Learning-Based Approaches

2021-01-15 Computers
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Release : 2021-01-15
Genre : Computers
Kind : eBook
Book Rating : 118/5 ( reviews)

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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. This book was released on 2021-01-15. 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 Inspection Systems, Machine Learning-Based Approaches

2021-01-14 Computers
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Release : 2021-01-14
Genre : Computers
Kind : eBook
Book Rating : 10X/5 ( reviews)

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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. This book was released on 2021-01-14. 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 Inspection Systems

2020-05-21 Computers
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Release : 2020-05-21
Genre : Computers
Kind : eBook
Book Rating : 960/5 ( reviews)

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Book Synopsis Machine Vision Inspection Systems by : Muthukumaran Malarvel

Download or read book Machine Vision Inspection Systems written by Muthukumaran Malarvel. This book was released on 2020-05-21. Available in PDF, EPUB and Kindle. Book excerpt: This edited book brings together leading researchers, academic scientists and research scholars to put forward and share their experiences and research results on all aspects of an inspection system for detection analysis for various machine vision applications. It also provides a premier interdisciplinary platform to present and discuss the most recent innovations, trends, methodology, applications, and concerns as well as practical challenges encountered and solutions adopted in the inspection system in terms of image processing and analytics of machine vision for real and industrial application. Machine vision inspection systems (MVIS) utilized all industrial and non-industrial applications where the execution of their utilities based on the acquisition and processing of images. MVIS can be applicable in industry, governmental, defense, aerospace, remote sensing, medical, and academic/education applications but constraints are different. MVIS entails acceptable accuracy, high reliability, high robustness, and low cost. Image processing is a well-defined transformation between human vision and image digitization, and their techniques are the foremost way to experiment in the MVIS. The digital image technique furnishes improved pictorial information by processing the image data through machine vision perception. Digital image processing has widely been used 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), barcode reading and traceability, medical diagnosis, weather forecasting, face recognition, defence and space research, 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 image processing techniques.

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