Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Sichuan University(Natural Science Edition)》 2010-04
Add to Favorite Get Latest Update

Three-dimensional measurement of complex object based on wavelet neural network

CCI Yi-Xiang, CHEN Wen-Jing, ZHAO Yue, XU Luo-Peng (Department of Opto-Electronics, Sichuan University, Chengdu 610064, China)  
The wavelet neural network has been introduced into the reconstruction of the complex three-dimensional (3D) object based on structured light projection. In the method, the wavelet with time-frequency characteristics and zoom features and the neural network with powerful function of approximation is used to get the continuous approximate function and draw phase distribution of the object. As a result, the wavelet neural network method based on structured light projection needs only one deformed fringe pattern to reconstruct the tested object. Compared with the Fourier transform profilometry, the wavelet neural network without filtering process and with high sensitivity can demodulate more useful phase from the fringe pattern with shadow. Therefore, this method performs better than Fourier transform profilometry in the three-dimensional shape measurement of complex objects. The feasibility of this method is validated by computer simulations and experiment.
【Fund】: 国家自然科学基金(60677028)
【CateGory Index】: TN27
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 2 Hits
1 BO Zhen-Hua,YAN Li- Ping,ZHAO Xiang,HUANG Ka-Ma (School of Electronics and Information Engineering,Sichuan University,Chengdu 610064,China);Prediction of the circular aperture electromagnetic coupling based on artificial neural network[J];四川大学学报(自然科学版);2011-05
2 ZHANG Fengjie1,2,ZHAO Yucheng1,2(1.College of Mechanic & Civil Engineering,China University of Mining & Technology,Xuzhou,Jiangsu 221116,China;2.State Key Laboratory for Geomechanics & Deep Underground Engineering,China University of Mining &Technology,Xuzhou,Jiangsu 221008,China);Neural Network Method for the Identification of Rockbolt Axial Force[J];矿业研究与开发;2011-04
【Citations】
Chinese Journal Full-text Database 8 Hits
1 LIU Yuan-kun,SU Xian-yu(School of Electronics and Info.Eng.,Sichuan Univ.,Chengdu 610064,China);A New Camera Calibration Technique Using FTP Method[J];四川大学学报(工程科学版);2007-06
2 Tang Yan Chen Wenjing (Department of Opto-Electronics,Sichuan University,Chengdu 610064);Neural Network Applied to Three-Dimensional Measurement of Complex Objects[J];光学学报;2007-08
3 Sun Juan Chen Wenjing Su Xianyu Bian Xintian(School of Electronics & Information Engineering,Sichuan University,Chengdou 610064);Study the Measurement Range of Wavelet Transform Profilometry[J];光学学报;2007-04
4 WANG Yu,LUO Dai-sheng,TAO Qing-chuan,YANG Xiao-dong(Image Information Institute,College of Electronics and Information Engineering,Sichuan University,Chengdu 610041,China);A step by step indexing method using the wave transform[J];四川大学学报(自然科学版);2007-02
5 CHEN Feng~1, CHEN Wen-jing~1, SU Xian-yu~1, LI Jian~(1,2), LI Ze-ren~(2)(1.College of Electronics and Information Science, Sichuan University,Chengdu 610064, China;2.Institute of Fluid Physics, China Academy of Engineering Physics,Sichuan Mianyang 621900,China);Research for Phase Unwrapping in Dynamic Isolated Area[J];四川大学学报(自然科学版);2005-03
6 CHEN Wen-jing, SU Xian-yu, CAO Yi-ping, XIANG Li-qun(Deptartment of Opto-Electronics, Sichuan University, Chengdu, Sichuan 610064, China);New Method to Eliminate Extension of Zero Component in FTP[J];中国激光;2004-06
7 Jia Caichao Qi Feihu (Department of Computer Science & Engineering, Shanghai Jiao Tong University, Shanghai 200030)Yu Xun Zhang Jitao (Xi′an Institute of Applied Optics, Xi′an 710100);A Multiple Networks Fusion Approach for 3-D Ojbect Recognition from 2-D Veiws[J];光学学报;2001-02
8 Xu Qinghong Zhong Yuexian You Zhifu (Department of Mechanical Engineering, Tsinghua University, Beijing 100084) (Received 1 June 1999; revised 6 September 1999);Study on Phase Demodulation Technique Based on Wavelet Transform[J];光学学报;2000-12
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Chen Liangde;Li Shixiong;Hao Jinqin;Wu Yonggang;Guizhou Normal College;;Study on Dynamic Large Scale 3D Object Profile Optical Online Measurement Technology[J];应用激光;2015-02
2 Zheng Suzhen;Cao Yiping;Department of Opto-Electronic,Sichuan University;College of Sciences,Southwest Petroleum University;;Five Steps of Unequal Step Online Three-Dimensional Inspection Based on Two-Dimensional Empirical Mode Decomposition[J];中国激光;2014-12
3 Zheng Yi;Chen Wenjing;Zhong Min;Shen Qiujue;School of Electronics and Information Engeneering,Sichuan University;;Study of Profilometry Measurement Precision Improvement Based on Morlet Wavelet Transform[J];激光与光电子学进展;2014-11
4 Xu Luopeng;Dan Youquan;An Kang;Yang Fanrong;Wang Xiaopeng;Chen Yu;Wang Qingyuan;Computer School,Civil Aviation Flight University of China;School of Aeronautics and Astronautics,Sichuan University;;Impact of Wavelet Function Frequency Sidelobe on the Effect of Three-Dimensional Reconstruction[J];中国激光;2014-07
5 YANG Chuping;LIU Jianbin;TAN Suiyan;WENG Jiawen;Department of Physics,South China Agricultural University;;Measurement of radial distortion based on frequency integration phase demodulation[J];激光技术;2014-03
6 GAO Da-peng;YIN Fu-liang;School of Information and Communication Engineering,Dalian University of Technology;;Automatic Selection Method for Parameters of Bandpass Filter in Fourier Transformation Profilometry[J];信号处理;2014-05
7 Li Lulu;Zhao Wenchuan;Wu Fan;Liu Yong;Institute of Optics and Electronics,Chinese Academy of Sciences;School of Optoelectronic Information,University of Electronic Science and Technology of China;University of Chinese Academy of Sciences;;Analysis and Improvement of Characteristic Points Extraction Algorithms in Camera Calibration[J];光学学报;2014-05
8 WANG Chun-li;LEI Zhen-kun;State Key Laboratory of Structural Analysis for Industrial Equipment,Department of Engineering Mechanics,Dalian University of Technology;;On the Inverse Phase Fringe Projection Profilometry with Nonlinear Phase Error Compensation[J];实验力学;2014-04
9 HE Bai-tong;WU Shao-long;Quzhou College of Technology;School of Mechanical Engineering,Zhejiang University of Technology;;Research of 3D-Profilometry on the basis of two-dimensional wavelet transform analysis[J];机电工程;2013-12
10 Zhong Min;Chen Wenjing;Su Xianyu;Zheng Yi;Opto-Electronic Department,Sichuan University;;Study of the Measurement Range of S-Transform Profilometry[J];光学学报;2013-10
【Co-references】
Chinese Journal Full-text Database 7 Hits
1 CCI Yi-Xiang, CHEN Wen-Jing, ZHAO Yue, XU Luo-Peng (Department of Opto-Electronics, Sichuan University, Chengdu 610064, China);Three-dimensional measurement of complex object based on wavelet neural network[J];四川大学学报(自然科学版);2010-04
2 AI Fang-Ju1,LI Xiao-Fang2(1.College of Mathematics and Computer Science,Hubei University,Wuhan 430062,China;2.The Adult Technical Secondary Shool in Wuchang,Wuhan 430060,China);A new feedforward neural network pruning algorithm[J];四川大学学报(自然科学版);2008-06
3 ZHOU Jin-shan,LIU Guo-zhi,PENG Peng,WANG Jian-guo(Northwest Institute of Nuclear Technology, P.O.Box 69-13, Xi'an 710024, China);Experimental studies on microwave coupling coefficient for different-shaped apertures[J];强激光与粒子束;2004-01
4 ZHOU Jin-shan, LIU Guo-zhi, WANG Jian-guo(Northwest Institute of Nuclear Technology, P. O. Box 69-13, Xi'an 710024,China);Experimental studies on coupling characteristics of rectangular slot[J];强激光与粒子束;2003-12
5 ZHOU Bao sheng 1, LIN Jiang 1, YU Hai xue 1, ZHU Wei shen 2 (1. Shenzhen Tonge Group Co., LTD, Shenzhen 518034; 2. Institute of Rock and Soil Mechanics, Chinese Academy of Sciences, Wuhan 430071);Study on Forecasting Roadway Surrounding Rock Deformation Amount with Artificial Neural Network[J];系统工程理论与实践;2000-01
6 Yan Pingfan(Dept.of Automation,Tsinghua University,Beijing 100084);Capacity,Learning and Computational Complexity of Artificial Neural Networks[J];电子学报;1995-05
7 Xu Yongmao, Feng Enbo(Department of Automation, Tsinghua University, Beijing, 100084);Artificial Neural Networks: Progress and Applications in Process Control[J];化工进展;1993-05
【Secondary References】
Chinese Journal Full-text Database 1 Hits
1 XIAO Tongqianga,LI Huaizhenb(a.School of Energy Science and Engineering;b.School of Architecture and Artistic Design, Henan Polytechnic University,Jiaozuo 454000,China);Numerical Simulation Analysis of Rock Bolt Stress in Deep Coal Roadway[J];矿业安全与环保;2013-04
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Cai Fei~1 Cai Xun~2 Shi Tongguang~1 Wang Jingwei~1()~1(Education Laboratory of GIS,Shandong Institute of Architecture and Engineering,Jinan Shandong 250014,China)()~2(School of Computer Science and Technology,Shandong University,Jinan Shandong 250061,China);AN IMAGE RETRIEVAL METHOD BASED ON SHAPE FEATURE[J];计算机应用与软件;2005-12
2 LIU Jing,CHEN Ju-hua,CAI Ling-hong,XIANG Yi-min(Department of Information Management,Zhongshan University,Guangzhou 510275,China);Image Retrieval Based on Content[J];情报科学;2005-07
3 FENG Xia 1,2, HUANG Ya-lou1(1.College of Information Technical Science, Nankai University,Tianjin,300071,China;2.School of Computer Science and Technology,Civil Aviation University of China,Tianjin,300300,China);Fast Image Indexing Based on Color Theme[J];数据采集与处理;2005-02
4 ;基于内容的图像检索研究进展[J];现代情报;2005-05
5 Weng Jiawen Zhong Jin'gang (Department of Physics, Ji'nan University, Guangzhou 510632);Application of Dilating Gabor Transform to Three-Dimensional Shape Analysis[J];光学学报;2004-06
6 Zhang XiangchunSong Yaozu(Department of Engineering Mechanics, Tsinghua University, Beijing 100084);Analysis of Measurement Accuracy for Mini-displacement of Moiré Fringe by Fourier Transform[J];光学学报;2003-12
7 Wang Hui Li Yong Jin Hongzhen Yin Chaofu (Information Optics Institute, Zhejiang Normal University, Jinhua 321004)Su Xianyu (Photo Electronic Science and Technology Department Sichuan University, Chengdu 610064) (Received 29 January 2002; revised 15 April 2002);Visualization Using Computer-Generated Hologram (CGH) Based on Three-Dimensional Shape Measurement Data of Object[J];光学学报;2003-03
8 Zhang Qican Su Xianyu (Opto Electronics Department, Sichuan University, Chengdu 610064);Dynamic Liquid Surface Shape Measurement[J];光学学报;2001-12
9 Jia Caichao Qi Feihu (Department of Computer Science & Engineering, Shanghai Jiao Tong University, Shanghai 200030)Yu Xun Zhang Jitao (Xi′an Institute of Applied Optics, Xi′an 710100);A Multiple Networks Fusion Approach for 3-D Ojbect Recognition from 2-D Veiws[J];光学学报;2001-02
10 Xu Qinghong Zhong Yuexian You Zhifu (Department of Mechanical Engineering, Tsinghua University, Beijing 100084) (Received 1 June 1999; revised 6 September 1999);Study on Phase Demodulation Technique Based on Wavelet Transform[J];光学学报;2000-12
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved