Laser & Optoelectronics Progress, Volume. 57, Issue 18, 181016(2020)

Edge Thinning Algorithm Based on Gradient Mask Filter

Dongxu Han and Baojiang Zhong*
Author Affiliations
  • Department of Computer Science and Technology, Soochow University, Suzhou, Jiangsu 215000, China
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    References(20)

    [1] Ting H. Research on a multiscale edge detection algorithm based on bi-directional tracing[D]. Suzhou: Soochow University, 3-11(2019).

    [2] Li Z H, Jin H Y, Xing X H. Edge detection algorithm of fractional order Sobel operator for integer order differential filtering[J]. Computer Engineering and Applications, 54, 179-184(2018).

    [3] Yang T T, Gu M H, Zhang W C et al. Review of color image edge detection algorithms[J]. Application Research of Computers, 32, 2566-2571(2015).

    [4] William Thomas H M, Kumar S C P. A review of segmentation and edge detection methods for real time image processing used to detect brain tumour. [C]∥2015 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), December 10-12, 2015, Madurai, India. New York: IEEE, 15870702(2015).

    [5] Yao W X, Lü Z, Zhang M et al. A novel SVPWM scheme for Vienna rectifier without current distortion at current zero-crossing point. [C]∥2014 IEEE 23rd International Symposium on Industrial Electronics (ISIE), June 1-4, 2014, Istanbul, Turkey. New York: IEEE, 2349-2353(2014).

    [6] Wang C X, Huang H X, Yang H et al. New improved 1-2-order fractional differential edge detection model based on Riemann-Liouville integral[J]. Journal of Computer Applications, 36, 227-232(2016).

    [7] Song R J, Zhang Z Q, Liu H Y. Edge connection based Canny edge detection algorithm[J]. Pattern Recognition and Image Analysis, 27, 740-747(2017).

    [8] Ziou D, Tabbone S. A multi-scale edge detector[J]. Pattern Recognition, 26, 1305-1314(1993).

    [9] Shui P L, Zhang W C. Noise-robust edge detector combining isotropic and anisotropic Gaussian kernels[J]. Pattern Recognition, 45, 806-820(2012).

    [10] Guo H K, Wang G J, Chen X H. Notice of removal: two-stream convolutional neural network for accurate RGB-D fingertip detection using depth and edge information. [C]∥2016 IEEE International Conference on Image Processing (ICIP), September 25-28, 2016, Phoenix, AZ, USA. New York: IEEE, 2608-2612(2016).

    [11] Chen H, Qi X J, Yu L Q et al. DCAN: deep contour-aware networks for object instance segmentation from histology images[J]. Medical Image Analysis, 36, 135-146(2017).

    [12] Bertasius G, Shi J B, Torresani L. DeepEdge: a multi-scale bifurcated deep network for top-down contour detection. [C]∥2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 7-12, 2015, Boston, MA, USA. New York: IEEE, 4380-4389(2015).

    [13] Xie S N, Tu Z W. Holistically-nested edge detection[J]. International Journal of Computer Vision, 125, 3-18(2017).

    [14] Liu Y, Cheng M M, Hu X W et al. Richer convolutional features for edge detection. [C]∥2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 21-26, 2017, Honolulu, HI, USA. New York: IEEE, 5872-5881(2017).

    [15] Rajathilagam B, Rangarajan M. Edge detection using g-lets based on matrix factorization by group representations[J]. Pattern Recognition, 67, 1-15(2017).

    [16] Dollár P, Zitnick C L. Fast edge detection using structured forests[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 37, 1558-1570(2015).

    [17] Yi Y F, Tian H, Liu T Y. Novel histogram reconstruction based image detail enhancement algorithm[J]. Computer Engineering and Applications, 53, 29-33(2017).

    [18] Yue S C, Zhao R C, Zheng J B. Adaptive threshold edge detection with noise immunity by multi-scale analysis. [C]∥2007 International Conference on Wavelet Analysis and Pattern Recognition, November 2-4, 2007, Beijing, China. New York: IEEE, 1759-1764(2007).

    [19] Zhang Y S, Chen Z J. No-reference JPEG image quality assessment based on support vector regression neural network. [C]∥2010 2nd International Workshop on Database Technology and Applications, November 27-28, 2010, Wuhan, China. New York: IEEE, 11691720(2010).

    [20] Wang Z C, Liu X D, Xue L X. Improved method of Canny operator edge detection[J]. Computer Engineering and Applications, 46, 202-204, 248(2010).

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    Dongxu Han, Baojiang Zhong. Edge Thinning Algorithm Based on Gradient Mask Filter[J]. Laser & Optoelectronics Progress, 2020, 57(18): 181016

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    Paper Information

    Category: Image Processing

    Received: Dec. 10, 2019

    Accepted: Feb. 24, 2020

    Published Online: Sep. 2, 2020

    The Author Email: Zhong Baojiang (bjzhong@suda.edu.cn)

    DOI:10.3788/LOP57.181016

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