Laser & Optoelectronics Progress, Volume. 57, Issue 21, 211407(2020)
Rapid Detection of Laser Surface Modification Quality Based on Machine Vision
[1] Yu G, He X L, Li S X[M]. Laser manufacturing and its applications(2016).
[5] Zhang L T, Yu G, Tian C X et al. Grain refinement of hypereutectic immiscible Cu-50Cr alloy during rapid melting and solidification induced by high power density laser beams[J]. Metals, 9, 585(2019).
[7] Guo L Q, Jiang M, Wang D Z et al. Visual inspection system for laser quenching quality[J]. Computer Measurement & Control, 26, 23-26(2018).
[9] Caggiano A, Zhang J J, Alfieri V et al. Machine learning-based image processing for on-line defect recognition in additive manufacturing[J]. CIRP Annals, 68, 451-454(2019).
[11] Hu M K. Visual pattern recognition by moment invariants[J]. IRE Transactions on Information Theory, 8, 179-187(1962).
[12] Flusser J, Suk T. Rotation moment invariants for recognition of symmetric objects[J]. IEEE Transactions on Image Processing, 15, 3784-3790(2006).
[14] Shevchik S A, Le-Quang T, Farahani F V et al. Laser welding quality monitoring via graph support vector machine with data adaptive kernel[J]. IEEE Access, 7, 93108-93122(2019).
[15] Mittal S, Dutta M K, Issac A. Non-destructive image processing based system for assessment of rice quality and defects for classification according to inferred commercial value[J]. Measurement, 148, 106969(2019).
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Tian Chongxin, Li Shaoxia, Yu Gang, He Xiuli, Wang Xu. Rapid Detection of Laser Surface Modification Quality Based on Machine Vision[J]. Laser & Optoelectronics Progress, 2020, 57(21): 211407
Category: Lasers and Laser Optics
Received: Feb. 6, 2020
Accepted: --
Published Online: Nov. 9, 2020
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