Visual inspection of sea bottom structures by an autonomous underwater vehicle

被引:80
|
作者
Foresti, GL [1 ]
机构
[1] Univ Udine, Dept Math & Comp Sci, I-33100 Udine, Italy
关键词
autonomous vehicles; extended Kalman filter (EKF); feature extraction; object tracking; underwater imaging;
D O I
10.1109/3477.956031
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper describes a vision-based system for inspections of underwater structures, e.g., pipelines, cables, etc., by an autonomous underwater vehicle (AUV). Usually, underwater inspections are performed by remote operated vehicles (ROVs) driven by human operators placed in a support vessel. However, this task is often challenging, especially in conditions of poor visibility or in presence of strong currents. The system proposed allows the AUV to accomplish the task in autonomy. Moreover, the use of a three-dimensional (3-D) model of the environment and of an extended Kalman filter (EKF) allows the guidance and the control of the vehicle in real time. Experiments done on real underwater images have demonstrated the validity of the proposed method and its efficiency in the case of critical and complex situations.
引用
收藏
页码:691 / 705
页数:15
相关论文
共 50 条
  • [11] Stabilization of an autonomous underwater vehicle relative to the sea bottom by means of the stereoscopic images processing
    Goi, Vladislav
    Gatsenko, Andrei
    Shestopalov, Gleb
    Sporyshev, Maksim
    Tolstonogov, Anton
    Scherbatyuk, Alexander Ph
    OCEANS 2015 - GENOVA, 2015,
  • [12] Development of an autonomous underwater vehicle for observation of underwater structures
    Ohata, Satomi
    Ishii, Kazuo
    Sakai, Hiroshi
    Tanaka, Toshinari
    Ura, Tamaki
    OCEANS 2005, VOLS 1-3, 2005, : 1928 - 1933
  • [13] Autonomous underwater vehicle AQUA EXPLORER 1000 for inspection of underwater cables
    Asakawa, K
    Kojima, J
    Ito, Y
    Takagi, S
    Shirasaki, Y
    Kato, N
    PROCEEDINGS OF THE 1996 SYMPOSIUM ON AUTONOMOUS UNDERWATER VEHICLE TECHNOLOGY, 1996, : 10 - 17
  • [14] Path planning for an autonomous underwater vehicle in pole inspection
    Song, Yoong Siang
    Arshad, Mohd Rizal
    INDIAN JOURNAL OF GEO-MARINE SCIENCES, 2018, 47 (12) : 2477 - 2484
  • [15] Subsea pipeline leak inspection by autonomous underwater vehicle
    Zhang, Hongwei
    Zhang, Shitong
    Wang, Yanhui
    Liu, Yuhong
    Yang, Yanan
    Zhou, Tian
    Bian, Hongyu
    APPLIED OCEAN RESEARCH, 2021, 107 (107)
  • [16] Autonomous underwater vehicle AQUA EXPLORER 2 for inspection of underwater cables
    Asakawa, K
    Kojima, J
    Kato, Y
    Matsumoto, S
    Kato, N
    PROCEEDINGS OF THE 2000 INTERNATIONAL SYMPOSIUM ON UNDERWATER TECHNOLOGY, 1998, : 242 - 247
  • [17] Development of an Autonomous Underwater Vehicle for Water Tunnel Inspection
    Hu, Qilin
    Pang, Shuo
    Sun, Yushan
    Han, Bing
    OCEANS 2019 MTS/IEEE SEATTLE, 2019,
  • [18] Autonomous towed vehicle for underwater inspection in a port area
    Choi, JK
    Sakai, H
    Tanaka, T
    2005 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), VOLS 1-4, 2005, : 188 - 193
  • [19] Efficient Visual SLAM using Selective Image Registration for Autonomous Inspection of Underwater Structures
    Hong, Sconghun
    Kim, Jinwhan
    2016 IEEE/OES AUTONOMOUS UNDERWATER VEHICLES (AUV), 2016, : 189 - 194
  • [20] Visual feedback-based heading control of autonomous underwater vehicle for pipeline corrosion inspection
    Khan, Amjad
    Ali, Syed Saad Azhar
    Meriaudeau, Fabrice
    Malik, Aamir Saeed
    Soon, Lim Sheng
    Seng, Ting Nguong
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2017, 14 (03):