Machine vision applications -  Successful examples from many industries


Successful examples from many industries

Automatic Monitoring of Food Quality

November 2012

An automatic test device has been developed for random sample testing of chocolate bars by Kdorf Automation in collaboration with the Lower Rhine University and STEMMER IMAGING.

In the food industry, image processing has for some time now been part of the established techniques for product control and quality assurance. The particular challenges in this sector arise not only from the hygienic conditions, but also from the irregular shapes of the objects being examined.

The image-processing specialist Kdorf Automation, based in Kempen, includes in its skills focus the testing of objects in the food industry. In a current application, Kdorf CEO Detlef Klüssendorf, in collaboration with the Lower Rhine University, had the task of surveying chocolate bars.

The concern of the sweet manufacturer is primarily to carry out checks on the geometry of the bars, thus ensuring that his bars conform to the specifications. With the machine, already in service, this is straightforward, Detlef Klüssendorf tells us. He describes the test procedure as follows: "For measuring the chocolate bars are laid on the device’s plastic-coated stainless-steel carriage, which provides the adhesive friction necessary for transporting the bars and is very easy to clean. The operator can then choose the type of bar in a drop-down menu, which automatically sets all specific parameters for the bar, e.g. dimensions, tolerances and greyscale transitions. After closing the security flap, the measuring program in the application software is then started via a button and the bar is automatically pulled into the test device."

Line scan cameras with telecentric lenses record the images

In the process, an integrated linear system accelerates the bar within a few centimetres, after which it is then moved with constant speed between two line scan cameras. "After the images are recorded by the two line scan cameras with telecentric lenses, the system then determines the measured values of length, breadth and height of the chocolate bar as quality assurance," as the Kdorf CEO describes the continuance of the process. Because of the irregular contours of the bars, the test task represents, in Detlef Klüssendorf’s words, a particular challenge for the hardware and software of the measuring system.

At the end of the test process, the carriage returns to the security flap and the bar can again be removed. While the bar is returning to the starting position, the screen already shows the plan and side views along with all measurements of the bar.

Besides giving the measurement results with an accuracy of 100 μm, the maximum values recorded for length, breadth and height respectively of the bar show clearly, by red or green markings, whether the test results lie within the required tolerances or not. "Because of the irregular surface structures, several hundred points on the bar are measured, depending on the size of the bar, and the maximum measurements derived from these." as Detlef Klüssendorf explains one of the special features of the development.

Inexact insertion of the test objects is compensated for by the software: "If a bar is laid askew on the tray, the software used provides an exact electronic orientation of the recorded image in plan view before carrying out the measurements," Detlef Klüssendorf adds. "If the test object is in a skewed position, a signal warns the operator that he must re-insert the bar in the correct position."

All imaging components from one single source

The camera system and the linear drive are located in an enclosed housing. Opening the safety flap during measuring leads automatically, for safety reasons, to an immediate emergency stop of the transport carriage. The measurement must then be repeated.

For statistical evaluation, the text results are passed on to a further program for quality assurance. The complete test protocol with all measured values and the recorded images of plan and side view are saved by the system for documentation purposes.

The image-processing components employed in the system were obtained by Detlef Klüssendorf entirely from STEMMER IMAGING in Puchheim. "We had already realised several projects with this partner in the past and were therefore sure of optimum service there," says Detlef Klüssendorf. He particularly emphasises the good cooperation with his image-processing supplier during the development phase: "Due to the irregular contours of the chocolate bars, some trials were necessary before we found the optimum combination of imageprocessing components for these demanding tasks. During the trials, the know-how of the experts at STEMMER IMAGING helped enormously in assembling the right hardware and software elements quickly, thus realising the system in a short time."

In the meantime, the system has successfully entered service with customers, as Detlef Klüssendorf reports. In addition, further systems have arisen out of the successful project and are in use in measuring the volume of other sweets and even of meat. In the latter case, this method also enables the indirect determination of the weight of the meat, which opens up interesting possibilities for large butcheries, for example.


Kyoto, Japan

CCS was founded in Kyoto in 1993 and released its first LED light for the machine vision market in 1994. Since then, the company has expanded and now is one of the world’s largest suppliers of LED illumination with offices in Japan, China, Singapore, Belgium and the US.

Teledyne DALSA

Waterloo, Canada

Teledyne DALSA is one of the largest companies serving the machine vision industry and is unique in that it is vertically integrated; from sensor design and manufacture, through image capture and processing, to software for imaging optimisations and analysis.

Teledyne DALSA Spyder2 - Line scan cameras with CameraLink interface
  • Line scan cameras with linear resolutions of 512 to 2048 pixels
  • 40% higher responsivity compared to the original DALSA Spyder
  • Flat field correction to compensate for image inconsistensies (FPN, PNRU)
Teledyne DALSA X64-CL iPRO - CameraLink frame grabber
  • For line scan and area scan cameras
  • Sampling rates up to 85MHz per channel
  • 32MB linear image memory
  • Guaranteed reporting and location of data loss through "trigger to image-reliability"
CCS LDL2 - LED direct front illumination units
  • Compact, LED, front bar illumination with a narrow, linear design
  • For direct illumination from any angle
  • Available in white, red and other colours