Experimental evaluation demonstrates spatial moment subpixel edge detection achieves robust mark extraction in SMT machines, indicating enhanced chip positioning accuracy.
The accuracy of image edge detection determines the measurement accuracy of chip positioning. This article uses subpixel edge detection technology to solve the problem of detecting and extracting chip positioning marks in the automatic alignment system of SMT machines. The spatial moment sub-pixel edge detection algorithm was derived and applied to the edge extraction and analysis of chip positioning markers in SMT machines. The experiment shows that the spatial moment method has good accuracy and robustness, with relatively low computational complexity and insensitivity to noise, which helps to improve positioning accuracy.
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Li et al. (2024) studied this question.
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