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The system of steel ball surface quality detection based on CCD is designed and operating principle is analyzed in this
paper. An in-depth study on illuminating system, detecting environment and image processing is presented. According to
reflected light characteristics of steel ball surface, the illuminating project of point light source scattering is presented,
which can avoid losing original information. Image processing order, step and concrete algorithm are designed and
researched based on image identification technique and corresponding software is designed. Repeatability and precision
testing is put forward and the main cause of error is analyzed. The testing results indicate that the detection system can
meet the design requirement."
Lihua Liu,Huiping Ma,Yunyan Ma, andPengsheng Li
"Research on steel ball surface quality detection technique based on CCD", Proc. SPIE 7133, Fifth International Symposium on Instrumentation Science and Technology, 713324 (12 January 2009); https://doi.org/10.1117/12.821233
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Lihua Liu, Huiping Ma, Yunyan Ma, Pengsheng Li, "Research on steel ball surface quality detection technique based on CCD," Proc. SPIE 7133, Fifth International Symposium on Instrumentation Science and Technology, 713324 (12 January 2009); https://doi.org/10.1117/12.821233