• 中国科技核心期刊
  • Scopus收录期刊
  • DOAJ收录期刊
  • JST收录期刊
  • Euro Pub收录期刊
Volume 31 Issue 4
Aug  2023
Turn off MathJax
Article Contents
CAO Youwen, LIU Qingsheng, WEI Zihao, ZHANG Xilin, SUN Zhilei, LU Zeyu, GUO Jinjia. High-Precision Three-dimensional Reconstruction of Deep-Sea Microtopography Based on Monocular Camera[J]. Journal of Unmanned Undersea Systems, 2023, 31(4): 640-647. doi: 10.11993/j.issn.2096-3920.2023-0081
Citation: CAO Youwen, LIU Qingsheng, WEI Zihao, ZHANG Xilin, SUN Zhilei, LU Zeyu, GUO Jinjia. High-Precision Three-dimensional Reconstruction of Deep-Sea Microtopography Based on Monocular Camera[J]. Journal of Unmanned Undersea Systems, 2023, 31(4): 640-647. doi: 10.11993/j.issn.2096-3920.2023-0081

High-Precision Three-dimensional Reconstruction of Deep-Sea Microtopography Based on Monocular Camera

doi: 10.11993/j.issn.2096-3920.2023-0081
  • Received Date: 2023-07-03
  • Accepted Date: 2023-08-03
  • Rev Recd Date: 2023-07-31
  • Available Online: 2023-08-09
  • In the exploration of deep-sea mineral resources and detection of extreme environments, the use of optical cameras mounted on mobile underwater platforms to obtain optical image data of the seafloor now becomes an important method of deep-sea fine detection. To meet the demand for high-precision detection of deep-sea microtopography, the high-precision three-dimensional(3D) reconstruction method of deep-sea microtopography based on a monocular camera was studied. The monocular camera mounted on the underwater remotely operated vehicle acquired many images of the hydrate-rich areas in China waters. On this basis, the 3D seafloor models of the sand wave area, carbonate rock area, and cold spring area in the typical sea area were constructed using the structure from motion(SFM) method, and the topographic and geomorphological features and bio-ecological information were finely delineated. The results show that this method can provide important support for the exploration of deep-sea epigenetic mineral resources and the detection of extreme environments.

     

  • loading
  • [1]
    王新伟, 孙亮, 王敏敏, 等. 水下二维及三维距离选通成像去噪技术研究[J]. 红外与激光工程, 2020, 49(2): 15-25.

    Wang Xinwei, Sun Liang, Wang Minmin, et al. Deblurring methods for underwater 2D and 3D range-gated imaging[J]. Infrared and Laser Engineering, 2020, 49(2): 15-25.
    [2]
    范承成, 德晓薇, 郭金家, 等. 基于三角位移法姿态矫正的激光线扫描海底地形三维测绘[J]. 光学精密工程, 2022, 30(10): 1170-1180. doi: 10.37188/OPE.20223010.1170

    Fan Chengcheng, De Xiaowei, Guo Jinjia, et al. 3D mapping of submarine topography by laser line scanning based on pose correction by triangular displacement method[J]. Optics and Precision Engineering, 2022, 30(10): 1170-1180. doi: 10.37188/OPE.20223010.1170
    [3]
    徐国权, 李广英, 万建伟, 等. 脉冲调制激光雷达水下成像系统[J]. 红外与激光工程, 2022, 51(3): 264-271.

    Xu Guoquan, Li Guangying, Wan Jianwei, et al. Underwater imaging system of pulse modulated lidar[J]. Infrared and Laser Engineering, 2022, 51(3): 264-271.
    [4]
    谢亮亮, 屠大维, 张旭, 等. 深海原位激光扫描双目立体视觉成像系统[J]. 仪器仪表学报, 2020, 41(6): 106-114.

    Xie Liangliang, Tu Dawei, Zhang Xu, et al. Deep sea in-situ binocular stereo vision imaging system with laser scanning[J]. Chinese Journal of Scientific Instrument, 2020, 41(6): 106-114.
    [5]
    Bayley D T I, Mogg A O M. A protocol for the largescale analysis of reefs using structure from motion photogrammetry[J]. Methods in Ecology and Evolution, 2020, 11(11): 1410-1420. doi: 10.1111/2041-210X.13476
    [6]
    Ham H, Wesley J, Hendra H. Computer vision based 3D reconstruction: A review[J]. International Journal of Electrical and Computer Engineering, 2019, 9(4): 2394.
    [7]
    Gonçalves J A, Henriques R. UAV photogrammetry for topographic monitoring of coastal areas[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2015, 104: 101-111. doi: 10.1016/j.isprsjprs.2015.02.009
    [8]
    Ryan J C, Hubbard A L, Box J E, et al. UAV photogrammetry and structure from motion to assess calving dynamics at Store Glacier, a large outlet draining the Greenland ice sheet[J]. The Cryosphere, 2015, 9(1): 1-11. doi: 10.5194/tc-9-1-2015
    [9]
    Woodget A S, Carbonneau P E, Visser F, et al. Quantifying submerged fluvial topography using hyperspatial resolution UAS imagery and structure from motion photogrammetry[J]. Earth Surface Processes and Landforms, 2015, 40(1): 47-64. doi: 10.1002/esp.3613
    [10]
    Niethammer U, James M R, Rothmund S, et al. UAV-based remote sensing of the Super-Sauze landslide: Evaluation and results[J]. Engineering Geology, 2012, 128: 2-11. doi: 10.1016/j.enggeo.2011.03.012
    [11]
    Castillo C, Pérez R, James M R, et al. Comparing the accuracy of several field methods for measuring gully erosion[J]. Soil Science Society of America Journal, 2012, 76(4): 1319-1332. doi: 10.2136/sssaj2011.0390
    [12]
    Robert K, Huvenne V A I, Georgiopoulou A, et al. New approaches to high-resolution mapping of marine vertical structures[J]. Scientific reports, 2017, 7(1): 1-14. doi: 10.1038/s41598-016-0028-x
    [13]
    Teague J, Miles J, Connor D, et al. Exploring offshore hydrothermal venting using low-cost ROV and photogrammetric techniques: A case study from Milos Island, Greece[EB/OL]. (2017-10-03)[2023-05-01]. https://doi.org/10.20944/preprints201710.0014.v2.
    [14]
    Wright A E, Conlin D L, Shope S M. Assessing the accuracy of underwater photogrammetry for archaeology: A comparison of structure from motion photogrammetry and real time kinematic survey at the east key construction wreck[J]. Journal of Marine Science and Engineering, 2020, 8(11): 849. doi: 10.3390/jmse8110849
    [15]
    Burns J H R, Delparte D, Gates R D, et al. Integrating structure-from-motion photogrammetry with geospatial software as a novel technique for quantifying 3D ecological characteristics of coral reefs[EB/OL]. PeerJ, (2016-08-01)[2023-07-03]. https://www.docin.com/p-1693845315.html
    [16]
    李硕, 刘健, 徐会希, 等. 我国深海自主水下机器人的研究现状[J]. 中国科学: 信息科学, 2018, 48(9): 1152-1164. doi: 10.1360/N112017-00264

    Li Shuo, Liu Jian, Xu Huixi, et al. Research status of autonomous underwater vehicles in China[J]. Scientia Sinica Informationis, 2018, 48(9): 1152-1164. doi: 10.1360/N112017-00264
    [17]
    Furukawa Y, Ponce J. Accurate, dense, and robust multiview stereopsis[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2009, 32(8): 1362-1376.
    [18]
    Kazhdan M, Bolitho M, Hoppe H. Poisson surface reconstruction[C]//Proceedings of the Fourth Eurographics Symposium on Geometry Processing(SGP). Cagliari, Sardinia, Italy: [s.n.], 2006: 61-70.
    [19]
    何家雄, 钟灿鸣, 姚永坚, 等. 南海北部天然气水合物勘查试采及研究进展与勘探前景[J]. 海洋地质前沿, 2020, 36(12): 1-14. doi: 10.16028/j.1009-2722.2020.127

    He Jiaxiong, Zhong Canming, Yao Yongjian, et al. The exploration and production test of gas hydrate and its research progress and exploration prospect in the Northern South China Sea[J]. Marine Geological Frontiers, 2020, 36(12): 1-14. doi: 10.16028/j.1009-2722.2020.127
    [20]
    张伟, 梁金强, 何家雄, 等. 南海北部陆坡泥底辟/气烟囱基本特征及其与油气和水合物成藏关系[J]. 海洋地质前沿, 2017, 33(7): 11-23. doi: 10.16028/j.1009-2722.2017.07002

    Zhang Wei, Liang Jinqiang, He Jiaxiong, et al. Characteristics of mud diapir and gas chimney and their relationship with reservoir forming for petroleum and national gas hydrate on northern slope of the South China Sea[J]. Marine Geological Frontiers, 2017, 33(7): 11-23. doi: 10.16028/j.1009-2722.2017.07002
  • 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

    Figures(16)  / Tables(2)

    Article Metrics

    Article Views(525) PDF Downloads(110) Cited by()
    Proportional views
    Related
    Service
    Subscribe

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return