• Laser & Optoelectronics Progress
  • Vol. 57, Issue 10, 101022 (2020)
Piao Zhou1, Qiang Li1, Shuguang Zeng1、*, Sheng Zheng1, Yanshan Xiao1, Shaowei Zhang1, and Xiaolei Li2
Author Affiliations
  • 1College of Science, China Three Gorges University, Yichang, Hubei 443002, China
  • 2College of Electrical Engineering & Renewable Energy, China Three Gorges University, Yichang, Hubei 443002, China;
  • show less
    DOI: 10.3788/LOP57.101022 Cite this Article Set citation alerts
    Piao Zhou, Qiang Li, Shuguang Zeng, Sheng Zheng, Yanshan Xiao, Shaowei Zhang, Xiaolei Li. Surface Crack Detection Method for Ceramic Tile Based on Hessian Matrix Multi-Scale Filtering[J]. Laser & Optoelectronics Progress, 2020, 57(10): 101022 Copy Citation Text show less
    References

    [1] Su C H, Zhu X F, Liu D. Automatic visual inspection on the defects of ceramic tiles using the co-occurrence matrix and color features[J]. Computer Engineering and Applications, 40, 229-231(2004).

    [2] Wang Y Q. Study on sanitary ceramics missed glaze detection based on grey computer vision[J]. China Ceramics, 50, 53-56(2014).

    [3] Li Q L, Wang Y Q, Zhang F. The study on visual inspection algorithm of ceramic tiles for defects detection[J]. China Ceramics, 51, 44-47(2015).

    [4] Xie Y, Zhang Y L, Huang H. Research onintegrated and automatic system for ceramic tiles'surface-defect detection[J]. China Ceramics, 44, 56-58(2008).

    [5] Li L F, Sun R Y. Bridge crack detection algorithm based on image processing under complex background[J]. Laser & Optoelectronics Progress, 56, 061002(2019).

    [6] Ma G D, Wang Y S, Shi X T et al. Weld inspection and tracking of laser welding head[J]. Laser & Optoelectronics Progress, 55, 111508(2018).

    [7] Wang Q C, Jing J F, Zhang L et al. Denim defect detection based on optimal Gabor filter[J]. Laser & Optoelectronics Progress, 55, 071501(2018).

    [8] Zhang JJ, Luo J. A surface crack edge detection algorithm based on improved Sobel operator[J]. Journal of Hefei University of Technology(Natural Science), 34, 845-847, 960(2011).

    [9] Song Z Q, Li Z X, Zhang Z et al. Research on MFL testing of oil pipeline crack flaw detection based on continuous wavelet transform[J]. Control and Instruments in Chemical Industry, 37, 35-39(2010).

    [10] Wang D F, Zeng W M, Wang N Z. Road crack detection under uneven illumination using improved K-means algorithm[J]. Computer Applications and Software, 32, 244-247, 300(2015).

    [11] Li X L, Zeng S G, Zheng S et al. Surface crack detection of ceramic tile based on sliding filter and automatic region growth[J]. Laser & Optoelectronics Progress, 56, 211003(2019).

    [12] Jiang H. Multiscale image decomposition based on image filter[D]. Shanghai: Fudan University(2012).

    [13] Wang S F, Che Y L, Li N et al. Asphalt pavement crack detection algorithm based on multi-scale ridges[J]. China Journal of Highway and Transport, 30, 32-41(2017).

    [14] Wang H J, Zheng C X, Yan X G. Study on image segmentation for blood cells based on an adaptive and multi-scale thresholding approach[J]. Journal of Xi'an Jiaotong University, 35, 390-397(2001).

    [15] Li Y C, Liu Y, Wang Y T. Algorithm for centerline extraction of coronary arterial tree in coronary angiographic projections based on Hessian matrix and Gabor filter[J]. Chinese Journal of Medical Imaging Technology, 23, 133-136(2007).

    [16] Lindeberg T. Scale-space theory: a basic tool for analyzing structures at different scales[J]. Journal of Applied Statistics, 21, 225-270(1994).

    [17] Frangi A F, Niessen W J, Vincken K L et al. Multiscale vessel enhancement filtering. [C]∥International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, Berlin, Heidelberg, 130-137(1998).

    [18] Su R, Sun C M, Pham T D. Junction detection for linear structures based on Hessian, correlation and shape information[J]. Pattern Recognition, 45, 3695-3706(2012).

    [19] Lindeberg T. Scale selection for differential operators[M]. ∥Scale-Space Theory in Computer Vision. Boston, MA: Springer US, 317-348(1994).

    [20] Guo Y C, Deng X F, Gao C. Surface defect automatic detection algorithm based on principal component analysis[J]. Computer Engineering, 39, 216-219, 224(2013).

    [21] Xue Q, Luo Q J, Wang Y. Crack detection for aircraft skin based on image analysis[J]. Journal of Computer Applications, 39, 2116-2120(2019).

    [22] Shao C, Wang S H, Xu F H et al. Research on concrete surface crack detection based on image processing[J]. Journal of Hubei University of Automotive Technology, 33, 47-50, 59(2019).

    Piao Zhou, Qiang Li, Shuguang Zeng, Sheng Zheng, Yanshan Xiao, Shaowei Zhang, Xiaolei Li. Surface Crack Detection Method for Ceramic Tile Based on Hessian Matrix Multi-Scale Filtering[J]. Laser & Optoelectronics Progress, 2020, 57(10): 101022
    Download Citation