Advancing surface mount technology quality: a computer-assisted approach for enhanced X-ray inspection of solder joints

Author:

Terra Nathália Mattos,Santiago Sandro Breval,Vieira Adalena Kennedy,Vieira Raimundo KennedyORCID

Publisher

Springer Science and Business Media LLC

Reference28 articles.

1. Tsai T-N (2012) Thermal parameters optimization of a reflow soldering profile in printed circuit board assembly: a comparative study. Appl Soft Comput 12(8):2601–2613

2. Huang X, Zhu S, Huang X, Su B, Ou C, Zhou W (2015) Detection of plated through hole defects in printed circuit board with Xray. In: 2015 16th international conference on electronic packaging technology (ICEPT). IEEE, pp 1296–1301

3. Xiao P, Xiao M, Cai N, Qiu B, Zhou S, Wang H (2023) Adaptive hybrid framework for multiscale void inspection of chip resistor solder joints. IEEE Trans Instrum Meas 72:1–12

4. Ma JQ, Kong FH, Ma PJ, Su XH (2005) Detection of defects at BGA solder joints by using X-ray imaging. In: 2005 international conference on machine learning and cybernetics, vol 8. IEEE, pp 5139–5143

5. Zhang Qianru et al (2022) Deep learning based solder joint defect detection on industrial printed circuit board X-ray images. Complex Intell Syst 8(2):1525–1537

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