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《Optics and Precision Engineering》 2011-10
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Comparison inspection between ICT images & CAD model based on edge extracting by neural networks

ZENG Li1,2,HE Hong-ju1,ZHANG Zhi-bo1(1.College of Mathematics & Statistics,Chongqing University,Chongqing 401331,China; 2.ICT Research Center,Key Laboratory of Optoelectronic Technology & System,Ministry of Education,Chongqing University,Chongqing 400030,China)  
A method to analyze the manufacture error of a workpiece based on the comparison inspection between Industrial Computed Tomography(ICT) images and Computer Aided Design(CAD) model was discussed.Firstly,the edged surfaces of ICT images were extracted by the Cellular Neural Network(CNN) with adaptive templates and the data were fused in three directions to obtaine the complete 3D edge surfaces.Then,the Principal Component Analysis(PCA) with the method of minimum bounding box were combined to perform a rough registration,and Singular Value Decomposition and Iterative Closest Point(SVD-ICP) algorithm were used to realize the refined registration for the edged surface data and the CAD model.In experiment,the k-d tree was used to improve the calculation speed of searching for the closest point.The experimental results validate that the comparison inspection method is automatic,visualized and high-accuracy.By the improved comparison inspection method for ICT images and CAD model,the ICT technology can be used to analyze and improve the manufacturing process.
【Fund】: 国家自然科学基金资助项目(No.60972104);; 重庆市自然科学基金资助项目(No.2010BB4222)
【CateGory Index】: TP391.41
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【Citations】
Chinese Journal Full-text Database 10 Hits
1 HU Dong-cai ZHAO Xin-bo ZHANG Ding-hua LI Ming-jun KONG Yong-mao Key Laboratory of Contemporary Design and Integrated Manufacturing Technology,Ministry of Education,Northwestern Polytechnical University,Xi'an 710072,China;Registration of Three Dimension Digital Model and CAD Model Based on the Method of Adaptive Genetic Algorithm[J];Computerized Tomography Theory and Applications;2008-02
2 XU Fa-qiang,WAN Xiao-xia,ZHU Yuan-hong (1.School of Remote Sensing and Information Engineering,Wuhan University,Wuhan 430079,China;2.Media and Communications School,Shenzhen Polytechnic College,Shenzhen 518055,China);Color component prediction based on rotated principal component analysis[J];Optics and Precision Engineering;2008-03
3 ZOU Xiao-bing1,2,ZENG Li1,3 (1. ICT Research Center,Key Laboratory of Optoelectronic Technology and System of the Ministry of Education,Chongqing University,Chongqing 400044,China;2. College of Photoelectric Engineering,Chongqing University,Chongqing 400044,China;3. College of Mathematics and Physics,Chongqing University,Chongqing 400044,China);Half-cover scanning and reconstructing for helical cone-beam CT[J];Optics and Precision Engineering;2010-02
4 ZENG Li1,2,GUO Hai-yan2,MA Rui2 (1.ICT Research Center,Key Laboratory of Optoelectronic Technology and System of the Ministry of Education,Chongqing University,Chongqing 400044,China;2.College of Mathematics and Physics,Chongqing University,Chongqing 400044,China);Edge detection of industrial CT 3D image based on wavelet locating and Facet model[J];Optics and Precision Engineering;2010-02
5 LIU Jing(School of Mechanical and Power Engineering,East ChinaUniversity of Science and Technology,Shanghai 200237,China);Review of Registration Based on CAD Model[J];Machine Tool & Hydraulics;2007-09
6 ZHANG Kaixing,ZHANG Shusheng,BAI Xiaoliang(The Key Laboratory of Contemporary Design and Integrated Manufacturing Technology,Ministry of Education China,Northwestern Polytechnical University,Xi'an 710072,China);Technique of 3D Models for Registration Based on Minimal Bounding Box[J];Machine Tool & Hydraulics;2008-04
7 Liu Jing Zhang Dinghua Mao Haipeng Zhao Xinbo(The Key Laboratory of Contemporary Design and Integrated Manufacturing Technology,Ministry of Education China,Northwestern Polytechnical University,Xi ’an710072);Registration of the Reconstructed CT Slice Model and CAD Model Based on the SVD-ICP Algorithm[J];Computer Engineering and Applications;2004-24
8 LIU Chang-jiang1,3,ZENG Li1,21.ICT Research Center,Key Laboratory of Optoelectronic Technology and System of the Education Ministry of China,Chongqing University,Chongqing 400044,China 2.College of Mathematics and Physics,Chongqing University,Chongqing 400044,China 3.Dept.of Mathematics,Sichuan University of Science & Engineering,Zigong,Sichuan 643000,China;Edged surface extraction of 3D volume data from industrial CT[J];Computer Engineering and Applications;2009-18
9 DUAN Li-ming1,LIU Yuan-bao1,2,WU Zhi-fang1,2,ZHANG Jin-bo1(1.ICT Research Center,Chongqing University,Chongqing 400044,China;2.College of Mechanical Engineering,Chongqing University,Chongqing 400044,China);Method of reconstructing 3-D CAD model based on industrial computed tomography[J];Computer Integrated Manufacturing Systems;2009-03
10 ZENG Li1,2,HE Hong-ju1,2,LIU Chang-jiang3(1.College of Mathematics & Physics,Chongqing University,Chongqing 400044,China;2.ICT Research Center,Ministry of Education Key Lab of Optoelectronic Technology & System,Chongqing University,Chongqing 400044,China;3.Department of Mathematics,Sichuan University of Science & Engineering,Zigong 643000,China);Fitting of industrial computed tomography images based on edge extracting by neural networks[J];Computer Integrated Manufacturing Systems;2010-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LIU Qiu-long①②,HU Wu-sheng②,WANG Cong③,XU Jun-min③(①Highway Engineering Department,Nanjing Communications Institute of Technology,Nanjing 211188,China;②School of Transportation,Southeast University,Nanjing 210096,China;③Jiangsu Electric Power Design Institute,Nanjing 211102,China);Application of the 3D laser scanner to the Hui-Quan substation modeling[J];Science of Surveying and Mapping;2011-02
2 HU Dong-cai ZHAO Xin-bo ZHANG Ding-hua LI Ming-jun KONG Yong-mao Key Laboratory of Contemporary Design and Integrated Manufacturing Technology,Ministry of Education,Northwestern Polytechnical University,Xi'an 710072,China;Registration of Three Dimension Digital Model and CAD Model Based on the Method of Adaptive Genetic Algorithm[J];Computerized Tomography Theory and Applications;2008-02
3 Wei Fuwang 1,Liu Junli 2,Yang Lei3,Li Xin3,Wang Rui3,Zhang Qingming3(1.Jiyuan Soil and Water Conservation Science Institute,Jiyuan Henan 454650,China;2.Jiyuan Water Survey and Design Department,Jiyuan Henan 454650,China;3.Institute of Hydraulic Research of Yellow River Conservancy Commission,Zhengzhou 450003,China.);Research on Point Cloud Data Acquisition and Combination[J];Chinese Journal of Engineering Geophysics;2009-05
4 CHEN Hua(School of Science,Xi’an University of Technology,Xi’an Shaanxi 710048,China);A Method to Generate the Minimum Bounding Boxes for Shape-Arbitrary Objects[J];Journal of Engineering Graphics;2010-02
5 TANG Hong1,ZHENG Wen-bin2,LI Xian-xia1(1.College of Metrological Technology & Engineering,China Jiliang University,Hangzhou 310018,China;2.College of Information & Engineering,China Jiliang University,Hangzhou 310018,China);Application of principal component analysis to selection of characteristic wavelengths with total light scattering[J];Optics and Precision Engineering;2010-08
6 ;Hollow Turbine Blade Wall Thickness Inspection Technology Based on CBVCT Image Sequence[J];Aeronautical Manufacturing Technology;2005-11
7 LIU Jing(School of Mechanical and Power Engineering,East ChinaUniversity of Science and Technology,Shanghai 200237,China);Review of Registration Based on CAD Model[J];Machine Tool & Hydraulics;2007-09
8 LIU Chang-jiang1,2,3,ZENG Li1,2 1.ICT Research Center,Key Laboratory of Optoelectronic Technology and System of the Education Ministry of China,Chongqing University,Chongqing 400044,China 2.College of Mathematics and Physics,Chongqing University,Chongqing 400044,China 3.Dept.of Mathematics,Sichuan University of Science & Engineering,Zigong,Sichuan 643000,China;Industrial Computerized Tomography image segmentation based on two Cellular Neural Networks.[J];Computer Engineering and Applications;2008-07
9 ZHANG Ying,WANG Tai-yong,HUANG Guo-long,LENG Yong-gang School of Mechanical Engineering,Tianjin University,Tianjin 300072,China;Edge detection of gray-scale images based on self-adaptive CNN[J];Computer Engineering and Applications;2008-18
10 HUANG Kui-dong,ZHANG Ding-hua,MAO Hai-peng,CHENG Yun-yong,LIU Jing,WANG Kai(Key Laboratory of Contemporary Design & Integrated Manufacturing Technology for Ministry of Education,Northwestern Polytechnical University,Xi'an Shanxi 710072,China);Design and Implementation of Application Platform of Cone Beam Computed Tomography Based on Framework and Component Technology[J];Application Research of Computers;2006-10
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Fu Jian Lu Hongnian(School of Mechanical Engineering and Automation, Beijing University of Aeronautics and Astronautics, Beijing 100083, China);Half-scan mode for industrial CT[J];Journal of Beijing University of Aeronautics and Astronautics;2005-09
2 WANG Xin;SHEN Shi-jie.College of Materials Science and Technology,Engineering Research Center of Forestry Biomass Materials & Bioenergy of Ministry of Education,Beijing Forestry University,100083,P.R.China.;Advances in non-destructive testing for lumber.[J];Journal of Beijing Forestry University;2009-S1
3 WANG Hong-liang, CHEN Shu-yueion Science & Dynamic Measurement, North China Institute of Technology, Taiyuan 030051, China);Realization of 3D Reconstruction Based on ICT Slicing Images with OpenGL[J];Journal of Test and Measurement Technology;2004-01
4 WANG Yan-fang,QUE Jie-min,LIU Li,ZENG Gang (Institute of High Energy Physics, Chinese Academy of Sciences, Beijing 100039,,China);A Software of Reverse Engineering Based on Industrial CT[J];Computerized Tomography Theory and Applications;2004-03
5 WANG Kai1, ZHANG Ding-hua1, ZHAO Xin-bo1, HUANG He-ling2, LIU Jing1 (1. The key Laboratory of Contemporary Design and Integrated Manufacturing Technology, Ministry of Education, Xian 710072, China; 2. Northwestern Polytechnical University, Xian 710072, China);Research on Subvoxel Surface Detection Algorithms of ICT Images[J];Computerized Tomography Theory and Applications;2005-03
6 YANG Yong1,ZHAO Yu-zhen2(1.College of Computer and Information Technology,Daqing Petroleum Institute,Daqing,Heilongjiang 163318,China;2.Skill Training Centre,Daqing vocational college,Daqing,Heilongjiang 163255,China);A denoising smoothing algorithm of image edge preserving[J];Journal of Daqing Petroleum Institute;2008-05
7 YANG Min LU Hong-nian LU Yuan (Beijing University of Aeronautics and Astronautics, Beijing 100083,China);The Research of Reverse Engineering Based on Cone-beam Scanning Three Dimensional Industrial Computed Tomography[J];Journal of Engineering Graphics;2003-02
8 LUO Yi-ping (College of Information and Electronics, Zhejiang Institute of Science and Technology, Hangzhou 310033, China);A True Three-Dimension Wavelet Transform Technique and Its Application in Video Image Coding[J];Opto-electronic Engineering;2002-02
9 XU Yan-fang, LIU Wen-yao, ZUO Kun-long, ZHU Hao (Tianjin University), Ministry of Education, College of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin 300072, China);Characterization of color scanners[J];Optics and Precision Engineering;2004-01
10 LIN Xiao-mei,LI Lin-na,NIU Gang, YANG Xiao-hong (School of Electrical & Electronic Engineering, Changchun University of Technology, Changchun 130012, China);Image de-noising based on wavelet edge detection[J];Optics and Precision Engineering;2004-01
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