Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Robot》 2009-01
Add to Favorite Get Latest Update

A Machine-Vision-Based Intelligent Inspection System for Pharmaceutical Injections

ZHOU Bo-wen WANG Yao-nan GE Ji ZHANG Hui(College of Electronical and Information Engineering,Hunan University,Changsha 410082,China)  
A machine-vision-based intelligent inspection system for pharmaceutical injections is introduced.The wheel mechanical structure for rotational detection and the electric control system based on motion card and data I/0 card are designed.A high-speed camera is applied to obtaining the pharmaceutical injection image sequence.Second-difference and energy accumulation methods are used to identify possible tiny moving targets in the injections.The algorithms for separating air bubbles and visible foreign substances based on support vector machine are proposed and it can accurately determine whether there are tiny visible foreign substances in the injections.The experiments demonstrate that the proposed detection algorithms are effective and the device is feasible.
【Fund】: 国家863计划资助项目(2007AA04Z244,2008AA04Z214);; 国家自然科学基金重点资助项目(60835004).
【CateGory Index】: TP274
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 10 Hits
1 QIN Yao,WANG Bo-xiong,LI Wei,YANG Chun-yu(State Key Laboratory of Precision Measurement Technology and Instruments,Department of Precision Instruments and Mechanology,Tsinghua University,Beijing 100084,China);Inspection of small moving foreign substances in ampoule based on cascade classifiers[J];Optics and Precision Engineering;2012-01
2 YU Lasheng,LI Linong,LIU Renjie,ZOU Beiji School of Information Science and Engineering,Central South University,Changsha 410083,China;Research on key technology of liquid lamp inspector based on machinevision[J];Computer Engineering and Applications;2012-26
3 ZHU Hui-hui,WANG Yao-nan(College of Electrical and Information Engineering,Hunan University,Changsha 410082,China);Neural Network Composite Classifying Method for Visible Foreign Body in Healthy Wine[J];Computer Engineering;2012-17
4 GE Ji,LI Zhi,YANG Guo-liang,WENG Fa-lu(School of Electrical Engineering and Automation,Jiangxi University of Science and Technology,Ganzhou 341000,China);Research on ampoule liquid medicine sub-pixel image registration based on modified phase-only correlation[J];Journal of Jiangxi University of Science and Technology;2013-01
5 WANG Yaonan1 WU Chengzhong1 ZHANG Hui2 GE Ji3 ZHOU Bowen1 ZHAO Ke1(1.College of Electrical and Information Engineering,Hunan University,Changsha 410082;2.College of Electrical and Information Engineering,Changsha University of Science & Technology,Changsha 410004;3.College of Electrical Engineering and Automation,Jiangxi University of Science and Technology,Ganzhou 341000);Review on Key Technology of the Machine Vision Inspection Robot on Pharmaceutical Injection[J];Journal of Mechanical Engineering;2013-07
6 WANG Yao-nan;CHEN Tie-jian;HE Zhen-dong;WU Cheng-zhong;College of Electrical and Information Engineering, Hunan University;;Review on the machine vision measurement and control technology for intelligent manufacturing equipment[J];Control Theory & Applications;2015-03
7 Zhang Pu;Cheng Ming;College of Automation & Electrical Engineering,Nanjing University of Technology;;Automatic Impurity Detecting Software Based on Intelligent Visual Technology[J];Computer Measurement & Control;2015-03
8 WANG Lei1,2,MEI Tao3,KONG Ling-cheng3,WANG Yu3,ZHAO Na-na3(1.Institute of Intelligent Machines,Chinese Academy of Sciences,Hefei 230031,China;2.Department of Automation,University of Science and Technology of China,Hefei 230026,China;3.Institute of Advanced Manufacturing Technology,Hefei Institutes of Physical Science,Chinese Academy of Sciences,Changzhou 213000,China);Design of Button Cell Automatic Inspection System Based on Machine Vision[J];Instrumentation Technology;2011-08
9 HOU Bei,WANG Yao-nan(College of Electrical and Information Engineering,Hunan University,Changsha 410082,China);Visible Particle Visual Inspection System for Healthy Wine[J];Instrument Technique and Sensor;2011-10
10 Ma Bo,Wang Yaonan,Zhou Bowen,Zhang Hui,Hou Bei(Department of Control Science and Engineering,Hunan University,Changsha 410082,China);Research on ampoule intelligent visual inspection robot[J];Chinese Journal of Scientific Instrument;2010-06
China Proceedings of conference Full-text Database 1 Hits
1 Xiao Luo 1 ,Yanping Wang 2 ,Guo Fei 3 , Linyun Song 4 1,2,3,4 Department of Information Engineering , Beijing Institute of Fashion Technology, Beijing, China;The application of motion control system in the clothing equipment[A];[C];2012
【Citations】
Chinese Journal Full-text Database 6 Hits
1 ZHU Ji-gui, YE Sheng-hua ( State Key Lab of Precision Measuring Technology and Instruments, Tianjin University, Tianjin 300072, China);The Key Technique Study of Precise Coordinate Measurement Based on Digital Close Range Photogrammetry[J];Acta Metrologica Sinica;2005-03
2 ZHOU Jian JIANG Ping (Dept of Information and Control Engineering, Tongji University, Shanghai, 200092);A SUPPORT-VECTOR RULE BASED METHOD FOR THE CONSTRUCTION OF MOTION CONTROLLERS VIA NATURAL LANGUAGE TRAINING[J];Robot;2002-05
3 (School Of Mechanical Engineering ,University of Science & Technology Beijing,100083)Li Xiufeng Su Lanhai Chen Hua (School Of Electronics and Information Engineering,Beijing JiaoTong University,100044)Rong Huifang;Research into The Application of An Improved mean filter algorithm[J];Microcomputer Information;2008-01
4 ZHOU Bo-wen,WANG Yao-nan,LU Juan(College of Electrical and Information Engineering,Hunan University,Changsha 410082,China);Research and Development on Control System of Intelligent Visual Detection Platform[J];Instrument Technique and Sensor;2007-08
5 Gao Yucheng Gong Liqing Qu Dandan Liu Suo (Factory of Precision Instrument,Tianjin University,Tianjin 300072,China);The Intelligent Particle Detector Based on Principle of Light Blockage[J];Chinese Journal of Scientific Instrument;2002-04
6 Bao Wei Zhang Chongwei(School of Electric Engineering and Automation, Hefei University of Technology, Hefei 230009, China);Application of PCI Bus Technology in Motion Control Board[J];Chinese Journal of Scientific Instrument;2005-S2
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 FAN Bo-lin1,2,LIU Chun-xia2,YANG Wen-xiang2,TIAN Hui2,SUN Fan-zhong2,MA Yi2,XIANG Ji-zhou1(1.Tongji Medical College,Huazhong University of Science and Technology,Wuhan 430030,Hubei China;2.Hubei Provincial Center for Disease Control and Prevention,Wuhan 430079,Hubei China);Toxicological Research of Panax Japonicus C.A.Mey Complex[J];Carcinogenesis,Teratogenesis & Mutagenesis;2008-06
2 HU Yan-ping,WANG Xin,SONG Jie,ZHANG Min,WANG Xiu-wen,LI Bo(National Center for Safety Evaluation of Drugs,National Institute for the Control of Pharmaceutical and Biological Products,Beijing 100176,China);Genotoxicity of Fructus Schisandrae Chinensis Concoction[J];Carcinogenesis,Teratogenesis & Mutagenesis;2009-04
3 ZHANG Min,LIU Xiao-meng,SONG Jie,HU Yan-ping,WANG Xiu-wen,LI Bo(National Institute for the Control of Pharmaceutical and Biological Products,National Center for Safety Evaluation of Drugs,Beijing 100176,China);Effects of fructus schisandrae chinensis decoction on embryo-fetal development in rats[J];Carcinogenesis,Teratogenesis & Mutagenesis;2010-03
4 WANG Lan~1,ZHANG Yong-dong~1,LIANG Tao~1, LUO Yan~1,GUO Hong-yun~1,ZHANG Xiao-wen~(2,*) (1.Department of Pharmacology and Toxicology,Gansu Province Academy of Medical Sciences,Lanzhou 730050,Gansu;2. Guangzhou Institute of Sports Science,Guangzhou 510650, Guangdong,China);Effect of Duyiwei capsule on proliferating cell nuclear antigen expression in rats[J];Carcinogenesis,Teratogenesis & Mutagenesis;2011-04
5 WANG Zhen1,2,DONG Liang2,3,LI Jia-chun4,XIAO Wei4, XIE Cai-xiang2,HUANG Lin-fang2,WANG Zhen-zhong4(1.College of Chinese Materia Medica,Beijing University of Chinese Medicine,Beijing 100102,China; 2.Institute of Medicinal Plant Development,Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193,China;3.Henan University of Traditional Chinese Medicine,Zhengzhou 450003,China; 4.Jiangsu Kanion Pharmaceutical Co.,Ltd./ State Key Laboratory of Pharmaceutical New-tech for Chinese Medicine,Lianyungang 222001,China);Analysis on Suitable Producing Areas of Poria cocos[J];Shandong Agricultural Sciences;2011-12
6 YU Xiao-liang,WANG Jian-hua(College of Agronomy,Shandong Agricultural University,Taian 271018,China);Determination of Effective Components in Chaenomeles Fruits[J];Shandong Agricultural Sciences;2012-02
7 ZHANG Xiang-mei,XUE Zheng-lian,JIANG Rong-zhen(Dept.of Bioch.engn.,Microorganism fermentation engineering and technology research center of anhui province,Anhui University of Technology and Science,Wuhu 241000,China);Identification of a strain of streptomyces lincolnensis mutant's physiological characteristics[J];Journal of Anhui University of Technology and Science(Natural Science);2009-01
8 WANG Min-zhi et al (College of Pharmacy,Southwest Jiaotong University,Emeishan,Sichuan 614202);Determination of Quercetin in Yi Gan Qing Capsule by HPLC[J];Journal of Anhui Agricultural Sciences;2008-22
9 LIU Jian-hua et al (College of Animal Husbandry and Veterinary Engineering,Henan Agricultural University,Zhengzhou,Henan 450002);Effects of Extraction Methods on Anthraquinone Components and the Antioxidant Activity in Rhubarb[J];Journal of Anhui Agricultural Sciences;2008-22
10 LI Jun-xiang et al(Taishan Vocational and Technical College,Taian,Shandong 271000);Variation of Photosynthesis Characteristics of Datura stramonium L. before and after Introduction and Domestication[J];Journal of Anhui Agricultural Sciences;2008-23
China Proceedings of conference Full-text Database 10 Hits
1 XIN Zhongming,XU Xuefeng,CHEN Hao (Zhejiang Stone Environmental Engineering Co.,Ltd.,Huzhou,Zhejiang 313000,China);Manufacture of pharmaceutically purified water with two-stage RO process[A];[C];2005
2 ;化橘红GAP基地土壤绿僵菌的分离鉴定[A];[C];2011
3 QIAO Hai-li 1,XU Rong 1,CHEN Jun 1,WANG Xia 1,MA Wei-si 1,LIU Tong-ning 2 (1.Institute of Medicinal Plant Development,Chinese Academy of Medical Science and Peking Union Medical College,Beijing 100193,China;2.Ningxia Yongning Bencao Plantation of Cistanche,Yinchuan 750100,China);Analysis of volatile compounds of inflorescence from Cistanche deserticola[A];[C];2011
4 Hong Xiaoxu Li Qihan;Strengthening the Control on the Vero Cell Used for the Production of Viral Vaccines[A];[C];2011
5 WANG Bin-hui,ZHANG Xiao-fen,Wang Jing-ming,YANG Sai-cheng,Wu Ming,ZHANG Wen-hong (Taizhou Municipal Hospital of Zhejiang Province,Taizhou 318000,China) SHI Lei (Xi'an Children's Hospital,Xi'an 710003,China);Determining on the content of repaglinide tablets by HPLC[A];[C];2011
6 ZHOU Chong~1 Liu Hui-jun~1 Cui You~2 SUN Xiu-yan~1 (1.School of Pharmacy,Yantai University,Yantai 264005,China; 2.Zhejiang Tianrui Pharmaceutical Company Limited,Ruian 325200,China);Separation and Identification of Curzerene in Curcuma Wenyujin Oil[A];[C];2011
7 LIN Le-wei1,JIANG Lin1,ZHENG Guodong2 (1.School of Pharmaceutical Sciences,Sun Yat-sen University,Guangzhou 510006,China;2.Guangzhou Medical College,Guang zhou 510182,China);Study on the Contents of Flavonoids in Citrus reticulata "Chachi" from Var iousHabitats and Different Collecting Periods[A];[C];2011
8 YANG Yang,JIANG Lin,ZHENG Guo-dong,LIN Le-wei,CHEN Jin-long,ZHOU Wen (Laboratary of Pharmacognosy and Natural Medicine Chemistry,School of Pharmaceutical Sciences,Sun Yatsen University,Guangzhou 510006,China);HPLC Fingerprint of Pericarpium Citri Reticultae from Guangdong Province[A];[C];2011
9 ZHAO Xiao-ming (College of Agronomy,Shanxi Agriculture University,Taigu 030801);Breeding of Modern Breed of Medicinal Plants[A];[C];2009
10 ZHANG Lan,LI Qing-hua,GE Hong-juan,WEN Wu-lue, (Jilin Medical College,Jilin City,Jilin Province,132013,China);Research on Anti-oxidation of Total Flavonoid Extracts from Calyx physalis in vitro[A];[C];2010
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 WANG Feng 1, RUAN Qiu qi 1,XU Jing qiang 2 (1.College of Computer and Information Technology, Northern Jiaotong University, Beijing 100044,China; 2.Institute of High Energy Physics,China Academy of Science,Beijing 100039,China);Research and Application of Image Defect Recognization Algorithm Based on Dynamic Threshold and Storied Inspect[J];Journal of Northern Jiaotong University;2002-01
2 PENG Fei LIU Zhong kan ZHANG Qi shan (Beijing University of Aeronautics and Astronautics, Dept. of Electronic Engineering);Cost Function Based Map Matching Algorithm for GPS/DR Integrated Navigation Systems[J];Journal of Beijing University of Aeronautics and Astronautics;2002-03
3 Yan BeiWang BinLi Yuan(School of Automation Science and Electrical Engineering,Beijing University of Aeronautics and Astronautic7s,Beijing 100083,China);Optimal ellipse fitting method based on least-square principle[J];Journal of Beijing University of Aeronautics and Astronautics;2008-03
4 LI Zhuo,QIU Hui-juan(Department of Optical Engineering,School of Information Science and Technology,Beijing Institute of Technology,Beijing 100081,China);Fast Image Matching Based on Correlation Coefficient[J];Transactions of Beijing Institute of Technology;2007-11
5 AI Ze-tan,SHI Geng-chen,DAI Jun(National Key Laboratory of Mechatronic Engineering and Control,Beijing Institute of Technology,Beijing 100081,China);The Sub-Pixel Edge Location Algorithm of Micro-Part Image[J];Transactions of Beijing Institute of Technology;2011-03
6 XUE Yan-xue, ZHANG Er-hu, WU Xue-yi (Xi'an University of Technology, Xi'an 710048, China);The Defects Detection System of Printed Products Base on Computer Vision[J];Packaging Engineering;2004-05
7 LI Hong-bo,ZENG De-long,WU Yu(Institute of Artificial Intelligence,Chongqing University of Posts and Telecommunications,Chongqing 400065,P.R.China);A two-step multiple targets tracking algorithm based on Mean-Shift and particle filter[J];Journal of Chongqing University of Posts and Telecommunications(Natural Science Edition);2010-01
8 ZHU Xiao-fei1 , ZHUO Li-xia2(1.Dept of Mathematical Science, Chongqing Institute of Technology,Chongqing 400050,China;2. Dept of Business Administration, Chongqing Institute of Technology,Chongqing 400050,China);An Incomplete Data Analysis Method Based on the Valued Tolerance Relation[J];Journal of Chongqing Institute of Technology;2005-05
9 DUAN Fa-jie, HU Liang (State Key Lab. of Precision Measuring Technology & Instruments, Tianjin University, Tianjin 300072,China);A New Camera Parameter Calibration Technology Using Reference Image Plane Method[J];Chinese Journal of Sensors and Actuators;2006-01
10 ZHANG Hong-tao1,DUAN Fa-jie1,DING Ke-qin2,YE Sheng-hua11.State Key Lab of Precision Measurement Technology & Instruments,Tianjin University,Tianjin 300072,China;2.Centre of Boiler and Pressure Vessel Inspection and Research,Beijing 100013,China;Study on On-Line Surface Defect Detection Vision System for Steel Strip[J];Chinese Journal of Sensors and Actuators;2007-08
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 Zhu Xifang Chen Gong Xu Qingquan Xu Ancheng Yang Hui(Changzhou Institute of Technology,Changzhou Jiangsu 213022,CHN);Analysis of Lithium Battery Film Defects Rapid Recognition Based on Improved Gray Correlation[J];Optoelectronic Technology;2013-02
2 JIANG Lijie;BAI Ruilin;LI Xin;Key Laboratory of Advanced Process Control for Light Industry (Ministry of Education), Information and Control Experiment Teaching Center Jiangnan University;Xinje Electronic Co.,Ltd.;;Modified Phase-only Correlation Method Applied in Liquid Medicine Image Registration[J];Opto-Electronic Engineering;2014-09
3 Wu Guixue;Yang Yimin;Huang Dongyun;Lei Huan;Wang Miao;Guangdong University of Technology, School of Automation;Guangdong Institute of Automation;;Fast Cutting Path Generation System Based on Machine Vision[J];Automation & Information Engineering;2015-03
4 Wang Haibo;Liu Ning;Guangdong Lingxiao Pump Industry Co., Ltd.;College of Information Science and Technology,Jinan Universit;;Development of Flexible Manufacturing Cells for Pump Impeller Welding[J];Automation & Information Engineering;2015-03
5 WEI Zhi-bo;YANG Lin-hui;GUO Yin;ZHU Ji-gui;State Key Laboratory of Precision Measurement Technology and Instruments,Tianjin University;;Research on the distance measuring system based on conoscopic holography[J];Journal of Optoelectronics·laser;2015-10
6 QI Xian-jun,CHEN Xue-ping,LI Ye-yan(Pharmapack(Guangzhou)Packaging Equipment Co.,Ltd,Guangzhou 511356,China);An Image Acquisition System in Automatic Inspection Machine Based on Machine Vision[J];Mechanical & Electrical Engineering Technology;2012-07
7 XU Jianyuan*,YU Hongyang(Research Institute of Electronic Science and Technology,University of Electronic Science and Technology of China, Chengdu Sichuan 611731,China);New engineering method for defect detection of batteries based on computer vision[J];Journal of Computer Applications;2013-07
8 CHEN Xiangwei;XIAO Bing;GAO Qiang;School of Mechanical Engineering,Northeast Dianli University;;Inspection of Cylindrical Electronic Components Surface Defect Based on Machine Vision[J];Machine Tool & Hydraulics;2014-14
9 ZHANG Hanle;MAO Jianxu;ZHANG Xiaolin;College of Electrical and Information Engineering, Hunan University;;Research on automatic visual inspection method and system for defects of vials[J];Computer Engineering and Applications;2014-19
10 LIU Yang;WANG Yaonan;ZHOU Yurong;College of Electrical and Information Engineering, Hunan University;;Anti-shaking method for impurity detection in oral liquid using simplified SIFT[J];Computer Engineering and Applications;2014-24
【Secondary Citations】
Chinese Journal Full-text Database 9 Hits
1 LIU Huan-jun,WANG Yao-nan,DUAN Feng;Image capture in machine vision[J];Computer and Information Technology;2003-01
2 LIAO Qiang 1,ZHOU Yi 1, MI Lin 2, XU Zhong jun 1 (1.College of Mechanical Engineering ,Chongqing University ,Chongqing 400044, China; 2.State Key Lab. of Mechanical Transmission , Chongqing 400044, China);The Applications of Machine Vision to Precision Measurement[J];Journal of Chongqing University(Natural Science Edition);2002-06
3 TIAN Sheng Feng and HUANG Hou Kuan(Department of Computer Science and Technology, Northern Jiaotong University, Beijing 100044);DATABASE LEARNING ALGORITHMS BASED ON SUPPORT VECTOR MACHINE[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;2000-01
4 NIE Xian li\ JIANG Ping\ CHEN Hui tang (Dept. of Information and Control Engineering, Tongji University, Shanghai, 200092);ROBOT MOTION BEHAVIOR TRAINING BY NATURAL LANGUAGE INSTRUCTIONS[J];Robot;2002-03
5 WANG Bo, QIN Lingsong (Computer Engineering Institute, Zhuhai College, Jinan University, Zhuhai 519070);Index Meter Examination System Based on Computer Vision[J];Computer Engineering;2005-11
6 (Department of Computer Science, Jinan University, Guangzhou Guangdong, 510632, China)Tang,Cai- hong Cai,Lidong;A Weighted Mean Filtering Algorithm Based on Histogram[J];;2006-13
7 WANG Wei, ZHENG Yong-guo, WEI Wen-xue (CISE of SDUST Shandong, Qingdao 266510, China);Research on Application of Online Battery Checkup Based on Machine Vision[J];Journal of System Simulation;2006-S1
8 Jin Sun Hong Haitao Shanghai Jiaotong University,Shanghai 200030;The Application of the Inspection Technology Based on Machine Visiion in the Electronic Connectors Mannfacturing Industry[J];INSTRUMENT TECHNIQUE AND SENSOR;2000-02
9 Bao Wei Zhang Chongwei(School of Electric Engineering and Automation, Hefei University of Technology, Hefei 230009, China);Application of PCI Bus Technology in Motion Control Board[J];Chinese Journal of Scientific Instrument;2005-S2
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved