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《Laser & Optoelectronics Progress》 2012-05
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Research on the Technology of Three-Dimensional Reconstruction Based on Machine Vision

Zhang Ning Chang Lei Xu Xiping(College of Opto-Electronics Engineering,Changchun University of Science and Technology, Changchun,Jilin 130022,China)  
The three-dimensional(3D) reconstruction technology based on machine vision is researched.We use the pictures shot by ordinary digital cameras to achieve 3D reconstruction through camera calibration,feature-point detection and matching,and the calculation of fundamental matrix and essential matrix.We complete the camera calibration by Camera Calibration ToolBox for Matlab based on Zhang Zhengyou′s method.The scale invariant feature transform(SIFT) method is used for image feature-points detection and matching,and the random sample consensus(RANSAC) algorithm is adopted to calculate the fundamental matrix and the essential matrix.Then we use the camera internal parameters got in advance and the essential matrix obtained from the fundamental matrix to reconstruct the feature points of the objects and achieve the 3D effect by pasting pictures of texture.The experimental results show that it can complete the reconstruction and can well reflect the 3D feature of the objects.
【CateGory Index】: TP391.41
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【Citations】
Chinese Journal Full-text Database 6 Hits
1 Qiu Zhiqiang1,2 Liang Yonghui1 Yu Qifeng1 1 Department of Optical Information Science and Technology,College of Opto-Electronic Science and Engineering, National University of Defense Technology,Changsha 410073 2 Unit 76321,Peoples Liberation Army,Guangzhou 510500;Three-Dimensional Structure Reconstruction from Image Sequence Based on Affine Approximation[J];Acta Optica Sinica;2007-06
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【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 HU Zheng-ping,YANG Su(College of Information Science and Engineering,Yanshan University,Qinhuangdao,Hebei 066004,China);A two-level generalized Hough transform object location algorithm constrained by critical corner points[J];Journal of Yanshan University;2010-03
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【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Qian1,2, LIU Zhengkai1, PANG Yanwei1, Li Wei1 (1. Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei 230027,China; 2. General Institute of Surveying and Mapping, Anhui Province,Hefei 230031,China);Automatic Registration of Aerophotos Based on SUSAN Operator[J];Acta Geodaetica Et Cartographic Sinica;2003-03
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