Laser & Optoelectronics Progress, Volume. 60, Issue 22, 2212002(2023)
Object Edge Detection Algorithm Based on Improved Canny Algorithm
[1] Liang Z Q, Wang J S, Xiao G et al. FAANet: feature-aligned attention network for real-time multiple object tracking in UAV videos[J]. Chinese Optics Letters, 20, 081101(2022).
[2] Zhou L Y, Huang X W, Fu Q et al. Fine edge detection in single-pixel imaging[J]. Chinese Optics Letters, 19, 121101(2021).
[3] Gao J Y, Xu H L, Shao K L et al. An adaptive edge detection method based on local edge feature descriptor[J]. Chinese Journal of Lasers, 47, 0604003(2020).
[4] Gonzalez R C, Woods R E[M]. Digital image processing, 700-701(2018).
[5] Zhang J P, Yu F Q. Improved image measurement edge detection based on canny operator[J]. Laser & Optoelectronics Progress, 57, 241024(2020).
[6] Zhang H X, Wang C, Liu X et al. Image edge detection algorithm and its new development[J]. Computer Engineering and Applications, 54, 11-18(2018).
[7] Tong Z S, Liu Z T, Hu C Y et al. Preconditioned deconvolution method for high-resolution ghost imaging[J]. Photonics Research, 9, 1069-1077(2021).
[8] Yang D P, Peng B, Al-Huda Z et al. An overview of edge and object contour detection[J]. Neurocomputing, 488, 470-493(2022).
[9] Canny J. A computational approach to edge detection[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 8, 679-698(1986).
[10] 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).
[11] Xu H K, Qin Y Y, Chen H R. An improved algorithm for edge detection based on Canny[J]. Infrared Technology, 36, 210-214(2014).
[13] Hao Z X, Guo G Z, Dai Y W et al. Improved edge detection algorithm of Canny operator[J]. Journal of Inner Mongolia University (Natural Science Edition), 53, 530-537(2022).
[14] Huang M T, Lian Y X. Lithium battery electrode plate surface defect detection based on improved Canny operator[J]. Chinese Journal of Scientific Instrument, 42, 199-209(2021).
[15] Benhamza K, Seridi H. Canny edge detector improvement using an intelligent ants routing[J]. Evolving Systems, 12, 397-406(2021).
[16] Yu X K, Wang Z W, Wang Y H et al. Edge detection of agricultural products based on morphologically improved canny algorithm[J]. Mathematical Problems in Engineering, 2021, 1-10(2021).
[17] Lu C Z, Qi X G, Ding K et al. An improved FAST algorithm based on image edges for complex environment[J]. Sensors, 22, 7127(2022).
[18] Hwang H, Haddad R A. Adaptive Median filters: new algorithms and results[J]. IEEE Transactions on Image Processing, 4, 499-502(1995).
[19] Molenberghs G, Lesaffre E. Non-linear integral equations to approximate bivariate densities with given marginals and dependence function[J]. Statistica Sinica, 7, 713-738(1997).
[20] Dollár P, Zitnick C L. Structured forests for fast edge detection[C], 1841-1848(2014).
[21] Arbeláez P, Maire M, Fowlkes C et al. Contour detection and hierarchical image segmentation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33, 898-916(2011).
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Xinshan Yu, Xiangyin Meng, Tengfei Jin, Jinze Luo. Object Edge Detection Algorithm Based on Improved Canny Algorithm[J]. Laser & Optoelectronics Progress, 2023, 60(22): 2212002
Category: Instrumentation, Measurement and Metrology
Received: Dec. 26, 2022
Accepted: Feb. 16, 2023
Published Online: Nov. 16, 2023
The Author Email: Meng Xiangyin (xymeng@swjtu.edu.cn)