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《中南大学学报(英文版)》 2015-07
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Visual positioning of rectangular lead components based on Harris corners and Zernike moments

WANG Zu-jin;HUANG Xiao-diao;Department of Mechanical and Power Engineering, Nanjing Tech University;  
With the increasing necessities for reliable printed circuit board(PCB) product, there has been a considerable demand for high speed and high precision vision positioning system. To locate a rectangular lead component with high accuracy and reliability, a new visual positioning method was introduced. Considering the limitations of Ghosal sub-pixel edge detection algorithm, an improved algorithm was proposed, in which Harris corner features were used to coarsely detect the edge points and Zernike moments were adopted to accurately detect the edge points. Besides, two formulas were developed to determine the edge intersections whose sub-pixel coordinates were calculated with bilinear interpolation and conjugate gradient method. The last experimental results show that the proposed method can detect the deflection and offset, and the detection errors are less than 0.04° and 0.02 pixels.
【Fund】: Project(51175242)supported by the National Natural Science Foundation of China;; Project(BA2012031)supported by the Jiangsu Province Science and Technology Foundation of China
【CateGory Index】: TP391.41
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【Citations】
Chinese Journal Full-text Database 5 Hits
1 XIE Yang-min,LIU Qiang(Beijing University of Aeronautics and Astronautics,School of Mechanical Engineering and Automation,Beijing 100083,China);Research on locating algorithm of vision alignment system in automatic high precision chip mounter[J];Optical Technique;2008-03
2 Zhang Wu-jie1 Li Di2 Ye Feng2(1.School of Automation Science and Engineering,South China University of Technology,Guangzhou 510640,Guangdong,China;2.School of Mechanical and Automotive Engineering,South China University of Technology,Guangzhou 510640,Guangdong,China);Vision-Based Inspection Algorithm for Chip Components[J];Journal of South China University of Technology(Natural Science Edition);2010-01
3 GAO Shi-Yi~(1,2) ZHAO Ming-Yang~2 ZHANG Lei~(1,2) ZOU Yuan-Yuan~(1,2) 1.Shenyang Institute of Automation:Chinese Academy of Sciences,Shenyang 110016 2.Graduate School of the Chinese Academy of Sciences,Beijing 100049;Improved Algorithm about Subpixel Edge Detection of Image Based on Zernike Orthogonal Moments[J];Acta Automatica Sinica;2008-09
4 WEN Gong-Jian~+ L Jin-Jian WANG Ji-Yang (ATR Key Laboratory,School of Electronic Science and Engineering,National University of Defense Technology,Changsha 410073,China);An Automated Method for Feature-Based Image Registration with High-Accuracy[J];Journal of Software;2008-09
5 GUAN Bai-qing, YU Xin-rui, WANG Shi-gang(Research Center for Electronic Package & SMT Equipment, Shanghai Jiaotong Univ., Shanghai 200030,China);An Inspection Method of Component Type Based on Moment Features and Chain Code[J];Journal of Shanghai Jiaotong University;2005-06
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 DONG Ming-li,LIU Biao-feng,Lü Nai-guang(School of Photoelectric Information and Telecommunication,Beijing Information Science and Technology University,Beijing 100192,China);Camera calibration based on virtual target[J];Journal of Beijing Information Science & Technology University;2010-01
2 LIN Xintang,LIU Tao,WANG Zongyi* ( Computer vision laboratory,Automation College,Harbin Engineering University,Haerbin 150001,China);A Novel Subpixel Detection Algorithm for Diffuse Edge Detection[J];Chinese Journal of Sensors and Actuators;2010-07
3 SHAO Nuan,LI Hui-guang,LIU Le(College of Electrical Engineering,Yanshan University,Qinhuangdao,Hebei 066004,China);Binocular stereo distance-measurement method based on feature matching algorithm[J];Journal of Yanshan University;2012-01
4 ZHANG Shu,ZHANG Wen-ming,WANG Bin(Shenyang University,Mechanical Engineering,Shenyang 110044,China);SAW edge detection of image based on sub-pixel[J];Electric Welding Machine;2011-10
5 ZHAO Dongbao1,SHENG Yehua1,WEI Yongqiang2(1.Key Laboratory of Virtual Geographic Environment,MOE,Nanjing Normal University,Nanjing 210046,China;2.Information Center of Huanghe River Committee,Zhengzhou 450002,China);Shape-based Approach to Registration of Homonymous Vector Map Features[J];Journal of Geo-Information Science;2010-01
6 LUO Zhi-zao,ZHOU Ying-wu,ZHENG Zhong-kai (Department of Physics and Electronic Information Engineering,Minjiang University,Fuzhou,Fujian 350108,China);Optimizing the algorithm of labeling connected components based on region-growth[J];Journal of Minjiang University;2011-02
7 LI Xiu-yan,LIU Tie-gen,DENG Shi-chao(Key Laboratory of Opto-electronics Information and Technical Science of MOE;College of Precision Instrument and Opto-electronics Engineering,Tianjin University,Tianjin 300072,China);Personal Identity Recognition Algorithm Based on Fusion of Hand Vein,Iris and Fingerprint[J];Opto-Electronic Engineering;2010-08
8 LIU Jin-song1,YUAN Si-cong1,JIANG Xiang-kui1,ZHANG Qing-yang2(1.Department of Mechanical & Electrical Engineering,Xi′an University of Architecture & Technology,Xi′an,710055,China;2.Xi′an Shaangu Power Co.,Ltd,Xi′an 710075,China);Neural network on camera calibration based on Zernike moment and PSO algorithm[J];Journal of Optoelectronics.Laser;2010-09
9 QU Ying-dong, LI Rong-de, BAI Yan-hua, LI Run-xia, MA Guang-hui(Key Laboratory for Light Metal Material and Engineering of University of Liaoning Province,Shenyang Universityof Technology,Shenyang 110178,China);A high-speed Zernike moments edge operator based on 9×9 masks[J];Journal of Optoelectronics.Laser;2010-11
10 NIE Jian-hui,MA Zi,HU Ying(Automation Research Center,Dalian Maritime University,Dalian 116026,China);Line structured light parameter calibration based on stereo vision[J];Journal of Optoelectronics.Laser;2011-12
China Proceedings of conference Full-text Database 1 Hits
1 Liu Biaofeng Dong Mingli Zhu Lianqing LvNaiguang (School of Optoelectronic Information and Telecommunication Engineering Beijing Information Science &Technology University Beijing 1000192 China);Subpixel Accuracy Target Image Center Location[A];[C];2009
【Secondary Citations】
Chinese Journal Full-text Database 7 Hits
1 WEI Yan-feng,ZHAO Zhong-ming,YAN Dong-mei,ZENG Qing-ye(Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 100101,China);Remote Sensing Image Automatic Registration Based on Feature[J];Acta Electronica Sinica;2005-01
2 ZHANG Wu-jie,YANG Yi-lu,LI Di,YE Feng(College of Mechanical Engineering,South China University of Technology,Guangzhou 510641,China);Key algorithms of automatic image measurement system[J];Optics and Precision Engineering;2007-02
3 LI Jinquan1, WANG Jianwei1, CHEN Shanben2, WU Lin1bin Institute of Technology, Harbin150001, China)(2. Welding Engineering Institute, ShangHai Jiaotong University, ShangHai200030, China);Improved algorithm of subpixel edge detection using Zernike orthogonal moments[J];Optical Technique;2003-04
4 WANG Hong-sheng, SHI Tie-lin (Department of Mechanical Electronic and Information Engineering, Huazhong University of Science and Technology, Wuhan430074, China);High precision alignment system research and development in machine vision[J];Optical Technique;2004-02
5 Zhang Wu-jie Li Di Ye Feng(School of Mechanical Engineering,South China Univ.of Tech.,Guangzhou 510640, Guangdong,China);Automatic Optical Inspection of Mini-Drill Blade Based on Computer Vision Technology[J];Journal of South China University of Technology(Natural Science Edition);2006-11
6 HU Yue-ming1, DU Juan1, WU Xin-sheng1, YUAN Peng1, QI Qi-feng1,LIN Wei-qiang2, LIANG Yao-guo2(1.Coll. of Automation Sci. and Eng.,South China Univ. of Tech., Guangzhou510640, China;2.New Baohua Electronic Equipment Co. Ltd,Fenghua Advanced Tech.Co. Ltd,Zhaoqing526040, China);Program Realization of High-speed and High-precision Surface Mounting System Based on Vision[J];Computer Integrated Manufacturing Systems;2003-09
7 WEN Shan~1 LI Bao-Qing~2 1.Liupanshui Teachers' Higher College of Guizhou,Liupanshui 553004 2.Liupanshui Polytechnic Technology College of Guizhou,Liupanshui 553001;Multidirectional Image Edge Detection Based on Wavelet Laid[J];Acta Automatica Sinica;2007-05
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