Automated 3D Scenes Reconstruction Using Multiple Stereo Pairs from Portable Four-Camera Photographic Measurement System
An effective automatic 3D reconstruction method using a portable four-camera photographic measurement system (PFCPMS) is proposed. By taking advantage of the complementary stereo information from four cameras, a fast and highly accurate feature point matching algorithm is developed for 3D reconstruc...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2015-01-01
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| Series: | International Journal of Optics |
| Online Access: | http://dx.doi.org/10.1155/2015/471681 |
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| _version_ | 1832554516692598784 |
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| author | Qi Peng Lifen Tu Kaibing Zhang Sidong Zhong |
| author_facet | Qi Peng Lifen Tu Kaibing Zhang Sidong Zhong |
| author_sort | Qi Peng |
| collection | DOAJ |
| description | An effective automatic 3D reconstruction method using a portable four-camera photographic measurement system (PFCPMS) is proposed. By taking advantage of the complementary stereo information from four cameras, a fast and highly accurate feature point matching algorithm is developed for 3D reconstruction. Specifically, we first utilize a projection method to obtain a large number of dense feature points. And then a reduction and clustering treatment is applied to simplify the Delaunay triangulation process and reconstruct a 3D model for each scene. In addition, a 3D model stitching approach is proposed to further improve the performance of the limited field-of-view for image-based method. The experimental results tested on the 172 cave in Mogao Grottoes indicate that the proposed method is effective to reconstruct a 3D scene with a low-cost four-camera photographic measurement system. |
| format | Article |
| id | doaj-art-ac84d5b98276421c852ff15ec547bc8c |
| institution | Kabale University |
| issn | 1687-9384 1687-9392 |
| language | English |
| publishDate | 2015-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Optics |
| spelling | doaj-art-ac84d5b98276421c852ff15ec547bc8c2025-02-03T05:51:18ZengWileyInternational Journal of Optics1687-93841687-93922015-01-01201510.1155/2015/471681471681Automated 3D Scenes Reconstruction Using Multiple Stereo Pairs from Portable Four-Camera Photographic Measurement SystemQi Peng0Lifen Tu1Kaibing Zhang2Sidong Zhong3School of Physics and Electronic Information Engineering, Hubei Engineering University, Xiaogan 432000, ChinaSchool of Physics and Electronic Information Engineering, Hubei Engineering University, Xiaogan 432000, ChinaSchool of Physics and Electronic Information Engineering, Hubei Engineering University, Xiaogan 432000, ChinaSchool of Electronic Information, Wuhan University, Wuhan 430072, ChinaAn effective automatic 3D reconstruction method using a portable four-camera photographic measurement system (PFCPMS) is proposed. By taking advantage of the complementary stereo information from four cameras, a fast and highly accurate feature point matching algorithm is developed for 3D reconstruction. Specifically, we first utilize a projection method to obtain a large number of dense feature points. And then a reduction and clustering treatment is applied to simplify the Delaunay triangulation process and reconstruct a 3D model for each scene. In addition, a 3D model stitching approach is proposed to further improve the performance of the limited field-of-view for image-based method. The experimental results tested on the 172 cave in Mogao Grottoes indicate that the proposed method is effective to reconstruct a 3D scene with a low-cost four-camera photographic measurement system.http://dx.doi.org/10.1155/2015/471681 |
| spellingShingle | Qi Peng Lifen Tu Kaibing Zhang Sidong Zhong Automated 3D Scenes Reconstruction Using Multiple Stereo Pairs from Portable Four-Camera Photographic Measurement System International Journal of Optics |
| title | Automated 3D Scenes Reconstruction Using Multiple Stereo Pairs from Portable Four-Camera Photographic Measurement System |
| title_full | Automated 3D Scenes Reconstruction Using Multiple Stereo Pairs from Portable Four-Camera Photographic Measurement System |
| title_fullStr | Automated 3D Scenes Reconstruction Using Multiple Stereo Pairs from Portable Four-Camera Photographic Measurement System |
| title_full_unstemmed | Automated 3D Scenes Reconstruction Using Multiple Stereo Pairs from Portable Four-Camera Photographic Measurement System |
| title_short | Automated 3D Scenes Reconstruction Using Multiple Stereo Pairs from Portable Four-Camera Photographic Measurement System |
| title_sort | automated 3d scenes reconstruction using multiple stereo pairs from portable four camera photographic measurement system |
| url | http://dx.doi.org/10.1155/2015/471681 |
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