Laser & Optoelectronics Progress, Volume. 59, Issue 18, 1810009(2022)

Magnetic Tile Surface Defect Detection Algorithm Based on Improved Homomorphic Filtering and Canny Algorithm

Zhixun Zhu, Lei Zhao*, Heng Li, and Hairui Wang
Author Affiliations
  • Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming 650500, Yunnan , China
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    References(19)

    [1] Ren M F, Zhu L, Ma X M et al. Fabric defect detection method based on coarseness measurement and color distance[J]. Laser & Optoelectronics Progress, 58, 0410008(2021).

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    [6] Ma X D, Yuan R B, Li H F. A segmentation method of magnetic tile defect image based on K-means clustering[J]. Software Guide, 18, 180-182, 186(2019).

    [7] Fan Y C, Li Y C, Han Y et al. Weakening of smoke for homomorphic filtering[J]. Journal of Image and Graphics, 17, 635-640(2012).

    [8] Feng X H. An improved homomorphic filtering image enhancement algorithm[J]. Journal of Chongqing University of Posts and Telecommunications (Natural Science Edition), 32, 138-145(2020).

    [9] Zhao C L, Dong J W, Xu B et al. Research on finger-image enhancement algorithm based on fusion histogram equalization and homomorphic filtering[J]. Journal of Harbin University of Science and Technology, 24, 93-97(2019).

    [11] Qu S, Liu N. Face detection and tracking method based on SMQT and CAMSHIFT[J]. Journal of Computational Information Systems, 11, 5153-5162(2015).

    [12] Zhang J P, Yu F Q. Improved image measurement edge detection based on Canny operator[J]. Laser & Optoelectronics Progress, 57, 241024(2020).

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    [15] Yan H, Zhao Q F, Xie M et al. Edge detection and repair of PCBA components based on adaptive Canny operator[J]. Acta Optica Sinica, 41, 0515003(2021).

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    Zhixun Zhu, Lei Zhao, Heng Li, Hairui Wang. Magnetic Tile Surface Defect Detection Algorithm Based on Improved Homomorphic Filtering and Canny Algorithm[J]. Laser & Optoelectronics Progress, 2022, 59(18): 1810009

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    Paper Information

    Category: Image Processing

    Received: Jun. 7, 2021

    Accepted: Jul. 28, 2021

    Published Online: Aug. 22, 2022

    The Author Email: Zhao Lei (58042016@qq.com)

    DOI:10.3788/LOP202259.1810009

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