Acta Optica Sinica, Volume. 38, Issue 8, 0815027(2018)

Surface Scratch Detection of Mechanical Parts Based on Morphological Features

Kebin Li1,2、*, Houyun Yu1,2、*, and Shenjiang Zhou1
Author Affiliations
  • 1 College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu 210016, China
  • 2 Wuxi Institute, Nanjing University of Aeronautics and Astronautics, Wuxi, Jiangsu 214187, China
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    References(14)

    [1] [1] HuK, ZhangS, XuJ.Scratch detection technology for product surface based on improved contourlet transform[C]∥IOP. Materials Science and Engineering Conference Series. London: IOP Publishing Ltd., 2017: 012082.

    [3] Bhuvaneswari S, Subashini T S. Automatic scratch detection and in painting[C]. IEEE 9th International Conference on Intelligent Systems and Control, 7282256(2015).

    [4] Wang J G, Gao D Y. Improved morphological TOP-HAT filter optimized with genetic algorithm[C]. International Congress on Image and Signal Processing, 10955475(2009).

    [5] Li C, Yang Y Y, Xiong H L et al. Dual-threshold algorithm study of weak-scratch extraction based on the filter and difference[J]. High Power Laser and Particle Beams, 27, 103-110(2015).

    [7] Mu W Y, Jin J, Feng H Q. Adaptive window multistage median filter for image salt-and-pepper denoising[C]. IEEE International Instrumentation and Measurement Technology Conference, 1535-1539(2013).

    [10] Zhao G P, Shen Y P, Wang J Y. Adaptive feature object tracking based on circulant structure with kernel[J]. Acta Optica Sinica, 37, 0815001(2017).

    [11] Yu Y W, Yin G F, Jiang H H et al. Defect extraction method of arc magnet surface images based on adaptive morphological filtering[J]. Journal of Computer-Aided Design & Computer Graphics, 24, 351-356(2012).

    [12] Wang Z Y, Fu J H, Meng H et al. Small defect extracting based on region growing algorithm and grey relational analysis[J]. Transactions of the Chinese Society for Agricultural Machinery, 39, 166-169(2008).

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    Kebin Li, Houyun Yu, Shenjiang Zhou. Surface Scratch Detection of Mechanical Parts Based on Morphological Features[J]. Acta Optica Sinica, 2018, 38(8): 0815027

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    Paper Information

    Category: Machine Vision

    Received: Apr. 2, 2018

    Accepted: Jun. 19, 2018

    Published Online: Sep. 6, 2018

    The Author Email:

    DOI:10.3788/AOS201838.0815027

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