Detection of Overlapped Bullet Holes Based on Improved Otsu's Thresholding Method
SONG Yu1,2, WANG Yalin3, DU Bojun3, WANG Jun1,2, DONG Xingfa1
(1.School of Electronic and Information Engineering, Suzhou University of Science and Technology, Suzhou 215009, Jiangsu, China;2.Science and Technology on Near-Surface Detection Laboratory, Wuxi 214035, Jiangsu, China;3. Baicheng Ordnance Test Center of China, Baicheng 137001, Jilin, China)
SONG Yu, WANG Yalin, DU Bojun, WANG Jun, DONG Xingfa. Detection of Overlapped Bullet Holes Based on Improved Otsu's Thresholding Method[J]. Acta Armamentarii, 2022, 43(4): 924-930.
[1] 武江鹏,宋萍,郝创博,等.多弹丸时空散布参数测试方法仿真研究[J].兵工学报,2015,36(10):1967-1974. WU J P,SONG P,HAO C B,et al. Simulation of measuring method for space-time distributed parameters of multiple projectiles[J].Acta Armamentarii,2015,36(10):1967-1974.(in Chinese) [2] 陈瑞,倪晋平.基于正交试验的光电立靶光幕阵列结构参数优化方法[J].兵工学报,2017,38(11):2234-2239. CHEN R,NI J P.Optimization method of light-screen-array structure parameters of photoelectric target based on orthogonal test [J].Acta Armamentarii,2017,38(11):2234-2239.(in Chinese) [3] 张斌,李佳潞,赵冬娥,等.基于小波滤波及相关分析的激光光幕破片测速信号数据处理[J].兵工学报,2016,37(3):489-495. ZHANG B,LI J L,ZHAO D E,et al.Signal processing of laser screen fragments velocity measurement based on wavelet transform and correlation analysis[J].Acta Armamentarii,2016,37(3):489-495. (in Chinese) [4] 尹乾.基于图像处理技术的自动报靶系统研究[D].重庆:重庆大学,2017. YIN Q.Research on automatic target scoring system based on image processing technology[D].Chongqing:Chongqing University,2017.(in Chinese) [5] WIDAYAKA P D,KUSUMA H,ATTAMIMI M.Automatic shooting scoring system based on image processing[J].Journal of Physics: Conference Series. IOP Publishing,2019,1201(1):012047. [6] 胡杰,支凯艳,陈小军.基于LabVIEW的图像处理自动报靶软件设计与实现[J].兵器装备工程学报,2019,40(11):83-86. HU J,ZHI K Y,CHEN X J.Design and implementation of automatic target application software for image processing based on LabVIEW[J].Journal of Ordnance Equipment Engineering,2019,40(11):83-86.(in Chinese) [7] 余梓.基于图像处理技术的弹孔定位系统研究[D].哈尔滨:哈尔滨理工大学,2016. YU Z.Research on bullet hole positioning system based on image processing technology[D].Harbin:Harbin University of Science and Technology,2016.(in Chinese) [8] 周友行,周健,邓渝波,等.基于边缘特征与HSI色彩特征的胸环靶弹孔识别[J].计算机工程与应用,2015,51(24):190-194. ZHOU Y X,ZHOU J,DENG Y B,et al.Chest bitmap bullet identification based on edge feature and HSI color feature[J].Computer Engineering and Applications,2015,51(24):190-194.(in Chinese) [9] 武锦辉,刘吉.战斗部静爆场破片参数测试技术发展现状[J].兵器装备工程学报,2019,40(10):104-110. WU J H,LIU J.Development status of testing the parameters of warhead fragment in the static explosive field[J].Journal of Ordnance Equipment Engineering,2019,40(10):104-110. (in Chinese) [10] 倪晋平,张为防,周平.一种基于投影原理的多弹孔识别方法[J].应用光学,2010,31(1):60-64. NI J P,ZHANG W F,ZHOU P.Identifying bullet holes on paperboard with projection method[J].Journal of Applied Optics,2010,31(1):60-64.(in Chinese) [11] 王洪玉,程杨.融合时空上下文信息的胸环靶着弹检测算法[J].电子与信息学报,2020,42(8):1959-1967. WANG H Y,CHENG Y.Detection algorithm of chest bitmap based on spatio-temporal context information [J].Journal of Electronics and Information Technology,2020,42(8):1959-1967.(in Chinese) [12] 马逸东,周顺勇.基于连通性检测的图像椒盐噪声滤波算法[J].液晶与显示,2020,35(2):167-172. MA Y D,ZHOU S Y.Salt and pepper noise filtering algorithm based on connectivity detection[J].Chinese Journal of Liquid Crystals and Displays,2020,35(2):167-172.(in Chinese) [13] 张法全,王国富,曾庆宁,等.利用重心原理的图像目标最小外接矩形快速算法[J].红外与激光工程,2013,42(5):1382-1387. ZHANG F Q,WANG G F,ZENG Q N,et al.New algorithm for minimum enclosing rectangle of the object in the image region based on center-of-gravity principle[J].Infrared and Laser Engineering,2013,42(5):1382-1387.(in Chinese) [14] OTSU N.A threshold selection method from gray-level histograms[J].IEEE Transactions on Systems, Man, and Cybernetics,1979,9(1):62-66. [15] 吴一全,吴加明,占必超.一种可有效分割小目标图像的阈值选取方法[J].兵工学报, 2011,32(4):469-475. WU Y Q, WU J M,ZHAN B C.An Effective method of threshold selection for small object image[J].Acta Armamentarii,2011,32(4): 469-475.(in Chinese)