• Acta Photonica Sinica
  • Vol. 42, Issue 11, 1355 (2013)
QIAO Naosheng1、* and SUN Ping2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    DOI: 10.3788/gzxb20134211.1355 Cite this Article
    QIAO Naosheng, SUN Ping. Circuitry Detection in Printed Circuit Board[J]. Acta Photonica Sinica, 2013, 42(11): 1355 Copy Citation Text show less
    References

    [1] WANG C C, JIANG B C. PCB solder joint defects detection and classification using machine vision[J]. International Journal of Industrial Engineering: Theory Applications and Practice, 2001, 8(4): 359-369.

    [2] LI Zhimin, LIN Yuewei, HUANG Jun. Preprocess algorithm of PCB line detection[J]. Optics and Precision Engineering, 2007, 15(2): 272-276.

    [3] HOUGH V, PAUL C. Method and means for recognizing complex patterns: US, 3069654[P]. 1962.

    [4] GUO Jun, ZHANG Wanyi, YAN Fei, et al. Detection of digital holographic interference fringes based on Hough transform[J]. Acta Photonica Sinica, 2011, 40(1): 116-120.

    [5] ZHAO Xiaochuan, LUO Qingsheng, CHEN Shaobo. Improved fast line detection method in images[J]. Optics and Precision Engineering, 2010, 18(7): 1654-1660.

    [6] DAHYOT R. Statistical hough transform[J]. IEEE Transform on Pattern Analysis and Machine Interlligence, 2009, 31(8): 1502-1509.

    [7] GUO S Y, PRODMORE T, KONG Y G, et al. Improved Hough transform voting scheme utilizing surround suppression[J]. Pattern Recognition Letter, 2009, 30(13): 1241-1252.

    [8] DUAN Rujiao, ZHAO Wei, HUANG Songling, et al. Fast line detection algorithm based on improved Hough transformation[J]. Chinese Journal of Scientific Instrument, 2010, 31(12): 2774-2780.

    [9] AGGARWAL N, KARL W C. Line detection in images through regularized Hough transform[J]. IEEE Transactions on Image Processing, 2006, 15(3): 582-591.

    [10] GUO S Y, KONG Y G, TANG Q, et al. Probabilistic Hough transform for line detection utilizing surround suppression[C]. 2008 International Conference on Machine Learning and Cybernetics, Kunming, China, 2008: 2993-2998.

    [11] GUAN Haiyan, ZHANG Jianqing, HU Qi, et al. Line extraction of industrial parts based on least square template matching[C]. Congress on Image and Signal Processing, Washington, USA, 2008: 966-700.

    [12] DEB K, VAVILIN A, KIM J W, et al. Projection and least square fitting with perpendicular offsets based vehicle license plate tilt correction[C]. Proceedings of SICE Annual Conference, Ulsan, South Korea, 2010: 3291-3298.

    [13] SI Yongsheng, JIANG Guoquan, LIU Gang, et al. Early stage crop rows detection based on least square method[J]. Transactions of the Chinese Society for Agricultural Machinery, 2010, 41(7): 163-167(+185).

    [14] WANG Jinjiang, WU Mingyun, LIU Yang, et al. Phase unwrapping algorithm based on graph cuts[J]. Acta Photonica Sinica, 2012, 41(9): 1130-1134.

    [15] ZHANG Zhijia, HUANG Shabai, SHI Zelin. Improved multithreshold image segmentation algorithm based on potential function clustering[J]. Optoelectronic Engineering, 2005, 32(8): 64-68.

    [16] UKOVICH A, RAMPONI G. Feature extraction and clustering for the computeraided reconstruction of stripcut shredded documents[J]. Journal of Electronic Imaging, 2008, 17(1): 013008/1 013008/13.

    [17] LI Xinye, YUAN Jinsha, JING Yongwen. An efficient user access pattern clustering algorithm[C]. Proceedings of the Sixth International Conference on Machine Learning and Cybernetics, Hong Kong, China, 2007: 4109-4112.

    CLP Journals

    [1] QIAO Nao-sheng. Edge Detection of Printed Circuit Board Defect Image[J]. Acta Photonica Sinica, 2016, 45(4): 410001

    [2] Qiao Naosheng, Zhang Fen, Li Xiaoqin. Defect Image Preprocessing of Printed Circuit Board[J]. Laser & Optoelectronics Progress, 2015, 52(2): 21003

    QIAO Naosheng, SUN Ping. Circuitry Detection in Printed Circuit Board[J]. Acta Photonica Sinica, 2013, 42(11): 1355
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