Computer Vision for Electronics Manufacturing

Computer Vision for Electronics Manufacturing PDF Author: L.F Pau
Publisher: Springer Science & Business Media
ISBN: 1461305071
Category : Computers
Languages : en
Pages : 324

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Book Description
DEFECT PROPORTION OF DETECTION INITIAL RATE DETECTION RATE INSPECTOR 3 COMPLEXITY OF TIMES PAN OF PERFORMING o~ ________________________ o~ ______________________ __ -;. INSPECTION TASK -;. VISUAL INSPECTION Fagure 1. Trends in relations between the complexity of inspection tasks, defect detection rates (absolute and relative), and inspection time. Irrespective of the necessities described above, and with the excep tion of specific generic application systems (e.g., bare-board PCB inspection, wafer inspection, solder joint inspection, linewidth measure ment), vision systems are still not found frequently in today's electronics factories. Besides cost, some major reasons for this absence are: 1. The detection robustness or accuracy is still insufficient. 2. The total inspection time is often too high, although this can frequently be attributed to mechanical handling or sensing. 3. There are persistent gaps among process engineers, CAD en gineers, manufacturing engineers, test specialists, and computer vision specialists, as problems dominate the day-to-day interac tions and prevent the establishment of trust. 4. Computer vision specialists sometimes still believe that their contributions are universal, so that adaptation to each real problem becomes tedious, or stumbles over the insufficient availabIlity of multidisciplinary expertise. Whether we like it or not, we must still use appropriate sensors, lighting, and combina tions of algorithms for each class of applications; likewise, we cannot design mechanical handling, illumination, and sensing in isolation from each other.

Computer Vision for Electronics Manufacturing

Computer Vision for Electronics Manufacturing PDF Author: L.F Pau
Publisher: Springer Science & Business Media
ISBN: 1461305071
Category : Computers
Languages : en
Pages : 324

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Book Description
DEFECT PROPORTION OF DETECTION INITIAL RATE DETECTION RATE INSPECTOR 3 COMPLEXITY OF TIMES PAN OF PERFORMING o~ ________________________ o~ ______________________ __ -;. INSPECTION TASK -;. VISUAL INSPECTION Fagure 1. Trends in relations between the complexity of inspection tasks, defect detection rates (absolute and relative), and inspection time. Irrespective of the necessities described above, and with the excep tion of specific generic application systems (e.g., bare-board PCB inspection, wafer inspection, solder joint inspection, linewidth measure ment), vision systems are still not found frequently in today's electronics factories. Besides cost, some major reasons for this absence are: 1. The detection robustness or accuracy is still insufficient. 2. The total inspection time is often too high, although this can frequently be attributed to mechanical handling or sensing. 3. There are persistent gaps among process engineers, CAD en gineers, manufacturing engineers, test specialists, and computer vision specialists, as problems dominate the day-to-day interac tions and prevent the establishment of trust. 4. Computer vision specialists sometimes still believe that their contributions are universal, so that adaptation to each real problem becomes tedious, or stumbles over the insufficient availabIlity of multidisciplinary expertise. Whether we like it or not, we must still use appropriate sensors, lighting, and combina tions of algorithms for each class of applications; likewise, we cannot design mechanical handling, illumination, and sensing in isolation from each other.

Machine Vision Applications for High Volume Electronics Manufacturing

Machine Vision Applications for High Volume Electronics Manufacturing PDF Author: Valerie C. Bolhouse
Publisher:
ISBN:
Category : Computer vision
Languages : en
Pages : 23

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Book Description


The Employment Effects of High-technology

The Employment Effects of High-technology PDF Author: Kan Chen
Publisher:
ISBN:
Category : Automation
Languages : en
Pages : 66

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Book Description


Understanding and Applying Machine Vision, Second Edition, Revised and Expanded

Understanding and Applying Machine Vision, Second Edition, Revised and Expanded PDF Author: Nello Zeuch
Publisher: CRC Press
ISBN: 9780824789299
Category : Technology & Engineering
Languages : en
Pages : 422

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Book Description
A discussion of applications of machine vision technology in the semiconductor, electronic, automotive, wood, food, pharmaceutical, printing, and container industries. It describes systems that enable projects to move forward swiftly and efficiently, and focuses on the nuances of the engineering and system integration of machine vision technology.

Handbook of Machine and Computer Vision

Handbook of Machine and Computer Vision PDF Author: Alexander Hornberg
Publisher: John Wiley & Sons
ISBN: 3527413413
Category : Computers
Languages : en
Pages : 860

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Book Description
The second edition of this accepted reference work has been updated to reflect the rapid developments in the field and now covers both 2D and 3D imaging. Written by expert practitioners from leading companies operating in machine vision, this one-stop handbook guides readers through all aspects of image acquisition and image processing, including optics, electronics and software. The authors approach the subject in terms of industrial applications, elucidating such topics as illumination and camera calibration. Initial chapters concentrate on the latest hardware aspects, ranging from lenses and camera systems to camera-computer interfaces, with the software necessary discussed to an equal depth in later sections. These include digital image basics as well as image analysis and image processing. The book concludes with extended coverage of industrial applications in optics and electronics, backed by case studies and design strategies for the conception of complete machine vision systems. As a result, readers are not only able to understand the latest systems, but also to plan and evaluate this technology. With more than 500 images and tables to illustrate relevant principles and steps.

Understanding and Applying Machine Vision, Revised and Expanded

Understanding and Applying Machine Vision, Revised and Expanded PDF Author: Nello Zeuch
Publisher: CRC Press
ISBN: 1040022987
Category : Computers
Languages : en
Pages : 422

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Book Description
A discussion of applications of machine vision technology in the semiconductor, electronic, automotive, wood, food, pharmaceutical, printing, and container industries. It describes systems that enable projects to move forward swiftly and efficiently, and focuses on the nuances of the engineering and system integration of machine vision technology.

Machine Vision

Machine Vision PDF Author: Richard K. Miller
Publisher: Springer Science & Business Media
ISBN: 9780442237370
Category : Technology & Engineering
Languages : en
Pages : 222

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Book Description
Aimed at manufacturing managers and engineers looking for an introduction to computer vision and its potential, this book discusses the areas in which machine vision is being used, explains different types of machine vision hardware and software and summarizes research at several universities.

Handbook of Machine and Computer Vision

Handbook of Machine and Computer Vision PDF Author: Alexander Hornberg
Publisher:
ISBN:
Category : Computer vision
Languages : en
Pages : 860

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Book Description


Interactive Image Processing for Machine Vision

Interactive Image Processing for Machine Vision PDF Author: Bruce G. Batchelor
Publisher: Springer
ISBN: 1447103939
Category : Technology & Engineering
Languages : en
Pages : 394

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Book Description
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.

Advanced Topics on Computer Vision, Control and Robotics in Mechatronics

Advanced Topics on Computer Vision, Control and Robotics in Mechatronics PDF Author: Osslan Osiris Vergara Villegas
Publisher: Springer
ISBN: 331977770X
Category : Technology & Engineering
Languages : en
Pages : 432

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Book Description
The field of mechatronics (which is the synergistic combination of precision mechanical engineering, electronic control and systems thinking in the design of products and manufacturing processes) is gaining much attention in industries and academics. It was detected that the topics of computer vision, control and robotics are imperative for the successful of mechatronics systems. This book includes several chapters which report successful study cases about computer vision, control and robotics. The readers will have the latest information related to mechatronics, that contains the details of implementation, and the description of the test scenarios.