Research of Vision Detection System Based on Regional Morphology

Abstract:

With the gradual development of industrial technology, visual measuring technique has been widely used in industrial field. In the automatic production, it is used in the analysis of objects characteristics, the detection of working condition and the control of quality. This paper mainly studies how the machine vision theory is applied in the practical detections, and develops the overall visual detection platform. It uses the serial port communication between VC++6.0 and Single-Chip Microcomputer to control the experimental platform. In order to realize to test the production defects, it uses the knowledge of mathematical morphology to put forward a defect detection method of production image based on regional morphology. It can realize to simulate actual production line, and has a certain development prospects for real-time detections of product quality.

• Periodical: Applied Mechanics and Materials (Volume 415)
• Pages: 357-360
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.415.357
• Online since: September 2013
• Authors: Hui Yu Xiang, Jia Jun Huang, Baoan Han, Zhe Li
• Keywords: Mathematical Morphology, Practical Detection, Regional Morphology, VC++ 6.0

References

[1] P. SOILLE. Morphological Image Analysis. Springer-Verlag, Berlin, 2nd edition, (2003).

[2] Zhou Renyan, Shang Bin. Development and programming practices of Visual C++ serial communication [M]. Electronics industry publishing house, 2009, 4.

[3] Zhao Jianling, Xue Yuanyuan. Zero basis to learn single chip microcomputer programming language C [M]. Mechanical industry press, 2009, 4.

[4] Wan Fujun, ect. Single chip microcomputer principle system design and application development [M]. China science and technology press, (1995).

[5] Tang Luxin. Sensing and testing technology [M]. Beijing: the science and technology press. (2006).