A vision system encompasses much more than “just” a camera.
When it comes to industrial image processing, there are many tasks, from quality controls to sorting foods, that require more than just one single camera.
Responsibilities like these require a more comprehensive image processing system, known as a vision system. The camera is the centerpiece of the vision system, which is not to say that the other components in the system are not important.
Firstly there are two main approaches for creating a machine vision solution, which one is used will depend on the image processing demands and situational use of the inspection system.
Outside of the Vision Chain, but essential to the solution, is also communication with external systems such as PLC’s and this will be via I/O, Ethernet, Serial comms or similar.
Comprises of an all-in-one Camera with Lens, integrated processor, image processing tools, I/O and some also have built-in Lighting.
The importance of illumination is almost always under-estimated in machine vision applications. Images depend totally on the light reflected and absorbed by an object which are then ‘collected’ by the sensor/camera that creates an image.
It makes sense therefore that the lighting technique used has a significant impact on the image captured. Common lighting schemes are explained here
Using CDI – Cloudy Day Dome Light has dramatic effect on this reflective surface!
Quality varies dramatically as do the features of a lens. A megapixel camera for example requires a high resolution lens and many applications benefit from the use of telecentric lenses.
The wrong choice can result in bad image artefacts such as blurred images, distortion and vignetting. It’s important to work our your lens size using the following formula. You can look up your sensor size here
Used to attenuate parts of the spectrum before they enter the lens and so prevent the camera capturing the light from that part of the spectrum.
The visible spectrum is most common in machine vision solutions although Near Infra-red and Ultraviolet also feature For example, say the solution is using a red ring light (635nm wavelength) for lighting the object to be inspected, it then makes perfect sense to block out all other light from the image by using a 635nm Red Bandpass filter.
This ensures other light from other sources such as daylight/overhead fluorescence do not affect the image being captured. Image stability is key to ensuring a
MidOpt BP635 Transmission
This has a sensor fitted to take an image, usually on demand by an external trigger signal. Specifications of a camera include frame rate, resolution and sensitivity. Features of a camera include gain and exposure control, noise reduction, colour enhancements and so on.
There are many different cameras to choose from and this is one area Multipix discuss at length with customers to ensure they are advised on the best option(s). Some common points to consider when selecting a camera are:
Board Level, Area Scan, Line Scan Cameras
These are additional cards, typically installed in a PC platform, that are required to connect the camera to the PC for camera control and image transfer. Once the image has been transferred into PC memory it is available for processing.
Framegrabbers are designed for efficient image transfer with zero or minimal CPU overhead. It is common to apply a trigger signal to the frame grabber that then triggers the camera to acquire an image. In some cases when using USB3.0 or GigE it is possible to use the native motherboard connection and directly trigger the camera.
The most common platform for a vision solution. They can be in a 19” rack industrial format, traditional desktop, shoebox/mini PC, backplane and so on. Many solutions run on Windows/Embedded Windows but Linux is also an option.
HIKROBOT Vision Box
There are different levels of user complexity when it comes to the image processing software which is usually related to how sophisticated the image processing task is. Other factors include the skill level of the machine vision developer using the software, the cost of the run-time license and the total quantity of systems being deployed. There are two main choices:
Which approach to use is heavily dependent on the circumstances and it is an area that Multipix Imaging spend considerable time and effort with customers to explain the options clearly and offer training where required.
MVTec HALCON Steady
Having now explored the Vision Chain as individual components, it is easier to understand why Smart Cameras often require significantly less development time to create a vision a solution. The downside is limited flexibly and constrained processing power and that is why both vision chain approaches are equally popular.
Smart Cameras offer machine vision functionalities embedded in stand-alone device which makes them easy to install in manufacturing environments and are normally IP67 rated, so ideal for food/beverage applications. One such Smart Camera available from Multipix Imaging is the HIKrobot SC2000 which product highlights including;
Read more in Part 3 : Understanding Machine Vision Camera Technology. Which also considers Area Scan V’s Line Scan? Which is best for your application?