Professional Certificate of Competency in Machine Vision Applications in Industry

Course at a Glance


Course Name - Professional Certificate of Competency in Machine Vision Applications in Industry

Course Code - CMV

Qualification - Professional Development

Duration - 3 Months

CEU/CPD* - on enquiry

*CEU/CPD hours vary according to your professional body.

EIT Professional Certificate of Competency in Machine Vision Applications in Industry endorsed by the International Society of Automation (ISA)

IN THIS 3-MONTH INTERACTIVE LIVE ONLINE COURSE YOU WILL LEARN:

  • The fundamentals of image processing and machine vision
  • How to develop a simple machine vision system
  • How to select cameras/lightning/frame grabbers and software
  • How to assess resolution requirements
  • Best practice in alignment and calibration procedures
  • Identification and correction for sources of error
  • How to design for harsh industrial applications
  • How to configure a machine vision system
  • The selection of optimal lightning to achieve best contrast
  • How to apply the best optics to achieve optimal resolution
  • How to do a simple design for high-speed real time performance
  • How to troubleshoot simple machine vision problems
     

 

The next intake starts the week of May 08, 2017.

Contact us for more information and to apply.

 

Applications close May 01. Register early to avoid missing out on a place.

 

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Details

Overview

Machine vision has progressed in leaps and bounds since the disappointments in the eighties with tremendous results achievable today. Nowadays, machine vision systems are highly effective and a key part of many industrial systems ranging from mineral processing to manufacturing. The fundamentals of image processing and machine vision are covered in the beginning to give everyone a solid foundation to work from. The program commences with an examination of optics and lighting - as the experts say - machine vision is easy if you can get a good image into the system. You will be shown how to select and design lighting to achieve the best contrast. The selection of cameras, frame grabbers and vision appliances are next covered in practical detail. Finally, you will be shown how to select and integrate all the varying components into a professional and working system.

The program will be presented with minimal use of mathematics and extensive use of practical concepts and applications. There will be extensive use of hands-on exercises ranging initially from illustrating the key concepts of image processing to setting up a complete working machine vision system. This approach will ensure that you maximise your learning experience on this program. However, despite the advances in technology, do not expect your machine vision to have the versatility and brilliance of a human… yet. But if you apply the key concepts in this program to your machine vision application, you should have a reliable and effective solution.


COURSE OUTLINE

MODULE 1: INTRODUCTION

Systems approach to machine vision
Machine vision vs. image processing
Computer vision vs. human vision
Basics of image processing
Pattern recognition
Filtering
Inverse filtering
Colour properties and the eye
Colour properties of image input and output devices


MODULE 2: DIGITAL IMAGE PROCESSING BASICS

Fast Fourier Transform
Digital Fast Fourier Transform
Sampling theory
Aliasing
Bits and pixel
Trade-offs


MODULE 3: MACHINE VISION SYSTEM COMPONENTS

Lighting, filters and optics
Image sensors
Image processing and analysis components
Mechanical interfaces


MODULE 4: LIGHTING

Lighting techniques
Light sources
Beyond visible spectrum-IR and UV radiation
Laser light in machine vision
Use of strobe lighting in machine vision
Placement of sources
Effect of stray/ambient light
Filters and their use
Optical devices for image enhancement


MODULE 5: CAMERAS AND SENSORS

CMOS and CCD sensors
CCPD arrays
Colour vs. monochrome applications
Charge transfer devices and charge injection device
3D sensing applications
Sensor positioning
Sensors for difficult environments
Speed vs. resolution
Types of cameras
Camera viewpoint
Field of view
Resolution evaluation
Selection of a lens


MODULE 6: IMAGE PROCESSING

Real time processing
Precision and accuracy
Selection of frame grabber/vision appliance
Frame grabbing
Use of multiplexing
IEEE 1394 'firewire' serial bus standard interface
Basic approach of image representation and processing software applications
Interactive image processing for system prototyping
High speed versus real time approaches
Selection of software packages


MODULE 7: IMAGE ANALYSIS

Common algorithms
Enhancing the image
Blob analysis
Pattern matching
Optical character recognition
Read bar codes and data matrix
Perform measurements
Overlay graphics


MODULE 8: LOW-LEVEL VISION

Basic image filtering operations
Thresholding techniques
Edge detection
Corner and interest point detection
Mathematical morphology
Texture


MODULE 9: INTERMEDIATE-LEVEL VISION

Binary shape analysis
Boundary pattern analysis
Line detection
Circle and ellipse detection
The Hough transform


MODULE 10: EXTERNAL INTERFACE

Function of external interface
Object presentation
Physical tolerances
Handling special objects
Actions after image processing
Interfacing through programmable logic interface
Interfacing machine vision with industrial robots
Industrial challenges – heat/cold/vibration/ EMI/EMC issues


MODULE 11: CONSTRUCTING A MACHINE VISION SYSTEM

Selecting an application for machine vision implementation
- Perceived value addition
- Cost justification
- Alteration in process line
Building a system with off-the-shelf components
Integration requirements
Buying turn-key solutions
Obsolescence and expandability issues
Budgeting


MODULE 12: TYPICAL APPLICATIONS

Application profiles
Component inspection
Pharma applications
Packaging applications
Road inspection using vehicle mounted sensors
3D application examples
 

Learning and Teaching

Benefits of eLearning to Students

  • Cost effective: no travel or accommodation necessary
  • Interactive: live, interactive sessions let you communicate with your instructor and fellow students
  • Flexible: short interactive sessions over the Internet which you can attend from your home or office. Learn while you earn!
  • Practical: perform exercises by remotely accessing our labs and simulation software
  • Expert instructors: instructors have extensive industry experience; they are not just 'academics'
  • No geographical limits: learn from any location, all you need is an Internet connection
  • Constant support: from your instructor(s) and a dedicated Course Coordinator for the complete duration of the course
  • International insight: interact and network with participants from around the globe and gain valuable insight into international practice 


Benefits of eLearning to Employers

  • Lower training costs: no travel or accommodation necessary
  • Less downtime: short webinars (60-90 minutes) and flexible training methods means less time away from work
  • Retain employees: keep staff who may be considering a qualification as full time study
  • Increase efficiency: improve your engineering or technical employees’ skills and knowledge
  • International insight: students will have access to internationally based professional instructors and students

 

How Does it Work?

EIT eLearning courses involve a combination of live, interactive sessions over the Internet with a professional instructor, set readings, and assignments. The courses include simulation software and remote laboratory applications to let you put theory to practice, and provide you with constant support from a dedicated Course Coordinator.


Practical Exercises and Remote Laboratories

As part of the groundbreaking new way of teaching, our online engineering courses use a series of remote laboratories (labs) and simulation software, to facilitate your learning and to test the knowledge you gain during your course. These involve complete working labs set up at various locations of the world into which you will be able to log to and proceed through the various practical sessions.

These will be supplemented by simulation software, running either remotely or on your computer, to ensure you gain the requisite hands-on experience. No one can learn much solely from lectures, the labs and simulation software are designed to increase the absorption of the materials and to give you a practical orientation of the learning experience. All this will give you a solid, practical exposure to the key principles covered and will ensure that you obtain maximum benefit from your course.

 

Contact Our Course Advisors

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Enquire abut our online engineering course fees

 

In Company Online Training Solutions

Special class groups can be arranged on request to match your own schedule. If you have a large number of staff who should complete any of our programs, read more about EIT's In Company Online Training HERE and contact us to assist you further.

 

Brochure

To access the detailed program brochure, please complete this form.
EIT Course in Machine Vision Applications in Industry

Fee Information

Course Fees

What are the fees for my country?

The Engineering Institute of Technology (EIT) provides distance education to students located all around the world – it is one of the very few truly global training institutes. Course fees are paid in a currency that is determined by the student’s location. We aim to give you a rapid response regarding course fees that are relevant to your individual circumstances.

We understand that cost is a major consideration before a student begins to study. For a rapid reply to your query regarding courses fees and payment options, please contact a Course Advisor in your region via the below button and we will respond within two (2) business days.

Enquire abut our online engineering course fees

 

EIT Certificate Course Payment Information

Please contact us with your location for certificate fees in the relevant currency. Full payment is required between two (2) and four (4) weeks before the course starts.

Certificate fees include:

  • All live webinars with a professional instructor
  • Four (4) technical manuals (as searchable eBooks)
  • Course materials
  • Software
  • Assignments, and
  • Ongoing support from a dedicated Course Coordinator

All you need to participate is an Internet connection, a computer, speakers and, if possible, a microphone.

 

Fee concessions may apply for multiple bookings on our certificate courses.

For a rapid reply to your query regarding courses fees and payment options, please contact us and we will respond within two (2) business days.

Enquire abut our online engineering course fees 

Related Courses

More courses available from EIT's School of Industrial Automation

Accredited Postgraduate Programs

Accredited Diploma and Advanced Diploma Programs

Professional Development Series

In order to meet the exacting demands of the oil and gas, mining, manufacturing and downstream processing industries, modern plants are equipped with systems and devices which are needed to measure and regulate variables such as temperature, pressure, flow, humidity, liquid level, velocity and density. Industrial Automation provides the technology to control and monitor a process plant using such concepts as feedback, cascade, feedforward and advanced process control. Here at the Engineering Institute of Technology (EIT), we have developed industry-focused programs in the form of vocational diplomas, advanced diplomas and graduate certificates, all the way up to Masters level in the higher education sector.

There is a critical shortage of automation, instrumentation and control engineers, technicians and technologists around the world now due to the retirement, restructuring and rapid growth in new technologies and industries. The respected International Society of Automation (ISA) organization estimated that at least 15,000 new automation engineers are needed annually in the USA alone.

In keeping with the philosophy of EIT, students in this school are exposed to the practical, up-to-the-minute knowledge and skills demanded by leading industries worldwide, with online instrumentation courses. EIT does not just cater to a generic student body, instead all of our online instrumentation courses are specific to industry. The programs cover a large range of topics and are suited to anyone needing an intensive and practical look at all facets of industrial automation, instrumentation and process control.

The short courses that form part of EIT's professional development series are designed to provide students with critical knowledge and practical tools that can be immediately applied to the workplace. They are ideal to up-skill and/or cross-skill in a particular area or technology and are not accredited programs.

Students in EIT's School of Industrial Automation, Instrumentation and Process Control study subjects which include: process control, instrumentation, control valves, process plant layout and piping design, tuning of process loops, SCADA, PLCs, advanced process control (APC), boiler control, hazardous areas, safety instrumentation (IEC 61511 and IEC 61508), HAZOPs, industrial data communications, networking, deviceNet and Fieldbus, industrial wireless, radio telemetry systems, shielding/EMC/EMI, and noise reduction. 

Note:

I: Vocational Education & Training (VET) program

II: Higher Education program


 

Frequently Asked Questions