Surface Roughness Measuring System Design for Cutting Workpiece Based on Machine Vision Technology

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Abstract:

A new method for workpiece surface roughness measuring system based on machine vision technology was designed. A Charge-coupled Device (CCD) camera was used to take workpiece surface image. Then median filtering, image enhancement and image binarization techniques were used for image preprocessing. And then useful information was extracted from image characteristic parameters. The surface roughness of cutting workpiece was calculated out. Researching emphasis was focused on the hardware design and software programming of the main two parts, image acquisition module and image processing module. This measuring system was used to measure cutting workpiece surface roughness, and perform very well.

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434-438

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October 2011

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© 2012 Trans Tech Publications Ltd. All Rights Reserved

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[1] Z.X. Chen, R. Huang, J.F. Shi and Z.S. Zhang: China Mechanical Engineering, Vol. 19 (2008), pp.2922-2925 (in chinese).

Google Scholar

[2] G.A. Al-Kindi, B. Shirinzadeh: International Journal of Machine Tools and Manufacture, Vol. 47(2007), pp.697-708.

DOI: 10.1016/j.ijmachtools.2006.04.013

Google Scholar

[3] E. N. Malamas, E. G. M. Petrakis, M. Zervakis: Image and Vision Computing, Vol. 21(2003) , pp.171-188.

Google Scholar

[4] R. Kumar, P. Kulashekar, B. Dhanasekar and B. Ramamoorthy: International Journal of Machine Tools and Manufacture, Vol. 45(2005), pp.228-234.

DOI: 10.1016/j.ijmachtools.2004.07.001

Google Scholar

[5] B. Dhanasekar, B. Ramamoorthy: Tribology International, Vol. 43(2010) , pp.268-276.

Google Scholar

[6] B. Y. Lee, S. F. Yu, H. Juan: Mechatronics, Vol. 14(2004), pp.129-141.

Google Scholar

[7] J. E. Swanke: VC++ MFC Extensions by Example (Canada Maple Press, Canada 1999).

DOI: 10.1201/9781482281002

Google Scholar

[8] Microsoft Corporation: Microsoft Mastering: MFC Development Using Microsoft Visual C++ 6. 0 (Microsoft Press, America 2000).

DOI: 10.1201/b10976-7

Google Scholar