Laser & Optoelectronics Progress, Volume. 57, Issue 24, 241024(2020)

Improved Image Measurement Edge Detection Based on Canny Operator

Jiapeng Zhang* and Fengqin Yu
Author Affiliations
  • School of Internet of Things Engineering, Jiangnan University, Wuxi, Jiangsu 214122, China
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    References(20)

    [2] Liu T, Liu Y, Liu K et al. Intrusion object recognition and space distance measurement in safety area of high voltage transmission lines. [C]//2019 6th International Conference on Systems and Informatics (ICSAI), November 2-4, 2019, Shanghai, China. New York: IEEE, 878-883(2019).

    [5] Duan Y X. Study on the measurement method of part size of automatic image measuring instrument[D]. Taiyuan: North University of China, 18-24(2019).

    [7] Shang Y C, Chen J, Tian J W. Sub-pixel edge detection algorithm based on Gauss fitting[J]. Journal of Computer Applications, 31, 179-181(2011).

    [10] Shu Q L, Shan B[J]. Sub-pixel localization algorithm based on modified Canny operator Machinery Design & Manufacture, 2018, 165-168.

    [11] Deng C X, Wang G B, Yang X R. Image edge detection algorithm based on improved Canny operator. [C]//2013 International Conference on Wavelet Analysis and Pattern Recognition, July 14-17, 2013, Tianjin, China. New York: IEEE, 168-172(2013).

    [13] Ju Z Y, Zhang W X, Zhai C Y. Garbage image edge detection based on improved Canny algorithm[J]. Electronic Science and Technology, 33, 16-20(2020).

    [14] Liang Z J, Zhong J. Adaptive Canny algorithm improvement based on Otsu algorithm and histogram analysis[J]. Modern Electronics Technique, 42, 54-58(2019).

    [15] Rong W B, Li Z J, Zhang W et al. An improved Canny edge detection algorithm. [C]//2014 IEEE International Conference on Mechatronics and Automation, August 3-6, 2014, Tianjin, China. New York: IEEE, 577-582(2014).

    [16] Chen X F, Guan H B, Gu J N et al[J]. improvements on Canny algorithm. Advanced Engineering Forum, 6/7, 205-209(2012).

    [17] Liu L X, Li B W, Wang Y P et al. Remote sensing image segmentation based on improved Canny edge detection[J]. Computer Engineering and Applications, 55, 54-58, 180(2019).

    [18] Xu H Y, Xu X L, Zuo Y B. Applying morphology to improve Canny operator's image segmentation method[J]. The Journal of Engineering, 2019, 8816-8819(2019).

    [20] Xiong Z Y, Fan X P, Li Y. A new binary-area-morphology-based algorithm for license plate localization[J]. Computer Simulation, 25, 285-287, 296(2008).

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    Jiapeng Zhang, Fengqin Yu. Improved Image Measurement Edge Detection Based on Canny Operator[J]. Laser & Optoelectronics Progress, 2020, 57(24): 241024

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    Paper Information

    Category: Image Processing

    Received: May. 25, 2020

    Accepted: Jul. 1, 2020

    Published Online: Dec. 1, 2020

    The Author Email: Zhang Jiapeng (2439480318@qq.com)

    DOI:10.3788/LOP57.241024

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