Industrial Image Processing
Visual Quality Control in Manufacturing
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Beschreibung
This practical introduction focuses on how to build integrated solutions to industrial vision problems from individual algorithms. It gives a hands-on guide for setting up automated visual inspection systems using real-world examples and the NeuroCheck(Registered Trademark) software package. This software has actually been tested on a production line. Based on many years of experience in industries, the editors explain all the (mostly unpublished but essential) details encountered in the creation of real-world vision systems. With the original NeuroCheck (R) software package and all the example images included on CD-ROM, readers can work their way through the described inspection tasks and carry out their own experiments.
Digital image processing has become a key technology in the area of manu facturing and quality control. Increasing quality demands require inspection of every single part, which in turn will lead to a much more widespread use of automatic visual inspection systems in the near future. Furthermore, the documentation requirements of ISO 9000 and similar quality control standards can only be met by fully automated, networked inspection systems. On the other hand, despite a multitude of successful applications, digital image processing has not yet established itself as an accepted element of man ufacturing technology. This holds true for the industrial practice as well as for the training of engineers. Digital image processing is still widely regarded as some kind of secret lore, mastered only by a small number of expensive -- experts. This impression of incomprehensibility frequently leads to the accusation of unreliability. The manufacturers of digital image processing systems in the industry are not least responsible for this state of affairs, due to their policy of giving the customer as little information as possible about the methods and technology used to inspect his products.
Practical introduction to industrial image processing with real-world examples Even the usually secret - because essential - details are described The original image processing software NeuroCheck and example images can be found on a CD-ROM enclosed
Autor*in
Christian Demant
Themen in »Industrial Image Processing«
algorithms calibration distance image processing image processing system neural networks robot sensor sensors