Dai Wei, Tang Xiaoqing, Wang Meiqinget al. Dynamic quality planning in product development[J]. Journal of Beijing University of Aeronautics and Astronautics, 2009, 35(10): 1258-1262. (in Chinese)
Citation: WEI Yingmei, KANG Lai. Image-based underwater 3D reconstruction with single viewpoint adjustment camera model[J]. Journal of Beijing University of Aeronautics and Astronautics, 2015, 41(11): 2017-2022. doi: 10.13700/j.bh.1001-5965.2015.0059(in Chinese)

Image-based underwater 3D reconstruction with single viewpoint adjustment camera model

doi: 10.13700/j.bh.1001-5965.2015.0059
  • Received Date: 29 Jan 2015
  • Rev Recd Date: 14 May 2015
  • Publish Date: 20 Nov 2015
  • In underwater imaging, the light ray associated with each scene point goes through different media with different refractive indices, which introduces refractive distortion in underwater images. Such distortion reduces the accuracy of image-based 3D reconstruction based on traditional single viewpoint camera model. Based on theoretical analysis of the ability of a new single viewpoint adjustment camera model in compensating for refractive distortion, an efficient and automatic image-based underwater 3D reconstruction algorithm with non-linear optimization was proposed. The performance of the purposed method in terms of reconstruction efficiency and accuracy was examined quantitatively using both synthetic data and real images. The experimental results suggest that the proposed single viewpoint adjustment camera model can handle scene space distortion effectively and significantly improve the quality of traditional image-based underwater 3D reconstruction using single viewpoint camera model.

     

  • [1]
    Hartley R, Zisserman A.Multiple view geometry in computer vision[M].2nd ed.New York:Cambridge University Press, 2004:262-276.
    [2]
    Chari V, Sturm P.Multiple-view geometry of the refractive plane[C]//Proceedings of British Machine Vision Conference (BMVC).London:BMVA, 2009:1-11.
    [3]
    Chang Y, Chen T.Multi-view 3D reconstruction for scenes under the refractive plane with known vertical direction[C]//Proceedings of IEEE International Conference on Computer Vision (ICCV).Piscataway, NJ:IEEE Press, 2011:351-358.
    [4]
    Treibitz T, Schechner Y Y, Singh H.Flat refractive geometry[C]//Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR).Piscataway, NJ:IEEE Press, 2008:1-8.
    [5]
    Sedlazeck A, Koch R.Calibration of housing parameters for underwater stereo-camera rigs[C]//Proceedings of British Machine Vision Conference (BMVC).London:BMVA, 2011:1-11.
    [6]
    Agrawal A, Ramalingam S, Taguchi Y, et al.A theory of multi-layer flat refractive geometry[C]//Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR).Piscataway, NJ:IEEE Press, 2012:3346-3353.
    [7]
    Kunz C, Singh H.Hemispherical refraction and camera calibration in underwater vision[C]//Proceedings of OCEANS.Piscataway, NJ:IEEE Press, 2008:1-7.
    [8]
    Telem G, Filin S.Photogrammetric modeling of underwater environments[J].ISPRS Journal of Photogrammetry and Remote Sensing, 2010, 65(5):433-444.
    [9]
    Glaeser G, Schrocker H P.Reflections on refractions[J].Journal for Grometry and Graphics, 2000, 4(1):1-18.
    [10]
    Snavely N, Seitz S M, Szeliski R.Modeling the world from internet photo collections[J].International Journal of Computer Vision, 2008, 80(2):189-210.
    [11]
    Triggs B, Mclauchlan P, Hartley R, et al.Bundle adjustment:A modern synthesis[C]//Vision Algorithms:Theory and Practice, LNCS, 2000:298-372.
    [12]
    NETPLEX.POVRay[EB/OL].Williamstown, Victoria:Persistence of Vision Raytracer Pty.Ltd.[2015-01-20].
    [13]
    Lourakis M I A, Argyros A A.SBA:A software package for generic sparse bundle adjustment[J].ACM Transactions on Mathematical Software, 2009, 36(1):1-30.
    [14]
    Konolige K.Sparse sparse bundle adjustment[C]//Proceedings of British Machine Vision Conference (BMVC).London:BMVA, 2010:1-11.
    [15]
    Agarwal S, Snavely N, Seitz S M, et al.Bundle adjustment in the large[C]//Proceedings of European conference on Computer vision (ECCV):Part Ⅱ.London:Springer-Verlag, 2010:29-42.
    [16]
    Wu C, Agarwal S, Curless B, et al.Multicore bundle adjustment[C]//Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR).Piscataway, NJ:IEEE Press, 2011:3057-3064.
  • Relative Articles

    [1]XU G,JIN J C,TANG Z H,et al. Semantic part based single-view implicit field for 3D shape reconstruction technology[J]. Journal of Beijing University of Aeronautics and Astronautics,2025,51(3):833-844 (in Chinese). doi: 10.13700/j.bh.1001-5965.2023.0089.
    [2]MA J L,CUI Q L,MA Z P,et al. Self-adjusting graph convolution UNet method for 3D human pose estimation[J]. Journal of Beijing University of Aeronautics and Astronautics,2025,51(1):63-74 (in Chinese). doi: 10.13700/j.bh.1001-5965.2022.0969.
    [3]TIAN D K,ZHANG J W,JIN L,et al. Design and analysis of morphing wing mechanism based on equilateral Bennett mechanism[J]. Journal of Beijing University of Aeronautics and Astronautics,2025,51(3):742-752 (in Chinese). doi: 10.13700/j.bh.1001-5965.2023.0139.
    [4]LI Zhi-qiang, WANG Yang, XIN Li-biao. Structural Design and Aerodynamic Performance Analysis of Gradient Hexagonal Deformable Wing Ribs[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2023.0669
    [5]XIAO L F,ZHOU L W,LI X D. Numerical simulation of deformed airfoil modal after blast shock wave[J]. Journal of Beijing University of Aeronautics and Astronautics,2024,50(1):341-349 (in Chinese). doi: 10.13700/j.bh.1001-5965.2022.0244.
    [6]SUN Bo, ZHANG Wenpeng, WU Zexuan, SU Yebo, WEI Ming. Three-dimensional path planning of UAV based on multi-strategy golf optimization algorithm[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2024.0429
    [7]ZHAO Minghua, HUANG Xuewen, DU Shuangli, LYU Jiahao, ZHI Rui, SHI Cheng. Spatio-temporal separated transform memory networks for video anomaly detection[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2024.0458
    [8]LI X Y,FANG Q,Hu J,et al. Multi-hop knowledge graph question answering based on deformed graph matching[J]. Journal of Beijing University of Aeronautics and Astronautics,2024,50(2):529-534 (in Chinese). doi: 10.13700/j.bh.1001-5965.2022.0375.
    [9]WANG Yan, HUANG Binghao. Pose graph optimization algorithm based on nonlinear factor recovery[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2024.0363
    [10]LIU Sheng, JIN Xuepeng, GAO Feng, GAN Yanhai. Sparse Attention and Deformable Feature Cross Fusion-Based Multi-source Remote Sensing Image Classification Method[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2024.0480
    [11]YANG Z J,ZHANG C F,ZHAO R J,et al. Thermal deformation analysis and experimental verification of spatial deployable antenna hinge[J]. Journal of Beijing University of Aeronautics and Astronautics,2024,50(1):243-249 (in Chinese). doi: 10.13700/j.bh.1001-5965.2022.0219.
    [12]MENG L K,ZHU Y C,DING J J,et al. Influence of wedge erosion deformation on working characteristics of jet pipe servo valve[J]. Journal of Beijing University of Aeronautics and Astronautics,2023,49(11):3177-3187 (in Chinese). doi: 10.13700/j.bh.1001-5965.2022.0041.
    [13]PENG Yu-xiao, HE Zhen, CHOU Jing-wen. Active Deformation Decision-Making for a Four-wing Variable Sweep Aircraft based on LSTM-DDPG Algorithm[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2023.0513
    [14]LIU J,LIU H,YANG J L. Collapse modes and energy absorption performance of conventional and re-entrant hexagonal tubes under lateral compression[J]. Journal of Beijing University of Aeronautics and Astronautics,2023,49(8):2021-2028 (in Chinese). doi: 10.13700/j.bh.1001-5965.2021.0623.
    [15]XIE C C,ZHU L P,MENG Y,et al. Design of adaptive deformation wing control system based on system identification[J]. Journal of Beijing University of Aeronautics and Astronautics,2023,49(10):2761-2770 (in Chinese). doi: 10.13700/j.bh.1001-5965.2021.0717.
    [16]MA Y F,DAI S W,WANG R,et al. Nonlinear spatial K-means clustering algorithm for detection of zero-speed interval in inertial pedestrian navigation[J]. Journal of Beijing University of Aeronautics and Astronautics,2023,49(10):2841-2850 (in Chinese). doi: 10.13700/j.bh.1001-5965.2021.0764.
    [17]LIU Q,LIU W Z,YU B,et al. An IMU state optimization accelerator for SLAM[J]. Journal of Beijing University of Aeronautics and Astronautics,2023,49(5):1027-1035 (in Chinese). doi: 10.13700/j.bh.1001-5965.2021.0382.
    [18]LI Xiang-yue, FANG Quan, HU Jun, QIAN Sheng-sheng, XU Chang-sheng. Multi-hop Knowledge Graph Question Answering Based on Deformed Graph Matching[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2022-0375
    [19]MA Runmei, ZHAO Xiang, CHEN Xiaozhu, LI Shuangxi, YANG Haichao. End face deformation and friction and wear of high-speed dry friction mechanical seal[J]. Journal of Beijing University of Aeronautics and Astronautics, 2022, 48(7): 1174-1182. doi: 10.13700/j.bh.1001-5965.2021.0005
    [20]SHAO Xin, JI Li, ZOU Huaiwu, XIE Yangmin. A parameter calibration method for manipulators based on laser displacement measurement[J]. Journal of Beijing University of Aeronautics and Astronautics, 2022, 48(11): 2281-2288. doi: 10.13700/j.bh.1001-5965.2021.0093
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views(1184) PDF downloads(591) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return