Acta Photonica Sinica, Volume. 42, Issue 8, 1002(2013)

Online Paper Defect Identification Based on Fuzzy Fusion of RBFNN

ZHOU Qiang*... YANG Yannan, LIU Yong and TANG Wei |Show fewer author(s)
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    References(15)

    [1] [1] YANG Bo, ZHOU Qiang, ZHANG Gangqiang. Study on algorithm of paper defect detection based on geometric and gray feature[J]. China Pulp & Paper, 2011, 30(9): 52-53.

    [2] [2] XU Zhipeng, XU Wenbo. Paper defects detection based on singular characterization[J]. Transactions of China Pulp and Paper, 2004, 19(2): 146-151.

    [3] [3] ZHANG Gangqiang, ZHOU Qiang. Application of improved hough transform in web inspection system[J]. Transactions of China Pulp and Paper, 2011, 26(4): 38-40.

    [4] [4] ANZAR Alam, JAN Thim, MATTIAS O'Nils, et al. Online surface characterization of paper and paperboards in a widerang of the spatial wavelength spectrum[J]. Applied Surface Science, 2012, 136(4): 7928-7934.

    [5] [5] MONICA Benito, DANIEL Pena.Detecting defects with image data[J]. Computational Statistics & Data Analysis, 2007, 51: 6395-6402.

    [6] [6] SHANMUGAVADIVU P, SIVAKUMAR V. Fractal dimension based texture analysis of digital images[J]. Procedia Engineering, 2012, 38: 2981-2985.

    [7] [7] ODEMIR Martinez Bruno, RODRIGO de Oliveira Plotze, MAURICIO Falvo, et al. Fractal dimension applied to plant identification[J]. Information Sciences, 2008, 178(12): 2722-2731.

    [8] [8] YIN Yanping, XIONG Zhixin, HU Muyi. Identification algorithm of paper defects based on threshold segmentation and fractal characteristics[J]. Transactions of China Pulp and Paper, 2011, 26(4): 41-44.

    [9] [9] WING W Y Ng, ANDRES Dorado, DANIEL S, et al. Image classification with the use of radial basis function neural networks and the minimization of the localized generalization error[J]. Pattern Recognition, 2007, 40(1): 19-25.

    [10] [10] JING Gu, LIU Luyang, YU Xiaoyang. The research of multivariable fuzzy neural network controller based on FPGA[J]. Journal of Harbin University of Science and Technology, 2011, 16(2): 45.

    [11] [11] KUMANAN S, JESUTHANAM C P, KUMAR R A. Application of multiple regression and adaptive neuro fuzzy inference system for the prediction of surface roughness[J]. Advanced Manufacturing Technology, 2008, 35(7-8): 781-785.

    [13] [13] LI Junshan, MA Ying, ZHAO Fangzhou, et al. A novel arithmetic of image edge detection of canny operator[J]. Acta Photonica Sinica, 2011, 40(1): 51-53.

    [14] [14] LU Yaning, GUO Lei, LI Huihui. Remote sensing image fusion using edge information and features of SAR image based on curvelet transform[J]. Acta Photonica Sinica, 2012, 41(9): 1121-1122.

    [15] [15] SUN Xian, WANG Hongqi, ZHANG Daobing, et al. An automatic interpretation approach for urban remote sensing image based on multiple features integration[J]. Acta Photonica Sinica, 2010, 39(1): 179-181.

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    ZHOU Qiang, YANG Yannan, LIU Yong, TANG Wei. Online Paper Defect Identification Based on Fuzzy Fusion of RBFNN[J]. Acta Photonica Sinica, 2013, 42(8): 1002

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    Paper Information

    Received: Jan. 6, 2013

    Accepted: --

    Published Online: Sep. 25, 2013

    The Author Email: Qiang ZHOU (zhouqiang@sust.edu.cn)

    DOI:10.3788/gzxb20134208.1002

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