Intelligent Inspection of Marine Disasters Based on UAV Intelligent Vision

被引:6
|
作者
Yue, Guang [1 ]
Pan, Yutian [1 ]
机构
[1] North Univ China, Coll Mechatron Engn, Taiyuan 030051, Shanxi, Peoples R China
关键词
UAV; intelligent vision; ocean; disaster; intelligent inspection;
D O I
10.2112/SI93-054.1
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In order to improve the intelligent inspection ability of marine disasters, an intelligent inspection method of marine disasters based on intelligent visual feature analysis of UAV is proposed, the remote sensing image acquisition model of UAV for intelligent inspection of marine disasters is constructed, the remote sensing feature detection of UAV for intelligent inspection of marine disasters is carried out by using the method of edge profile feature decomposition of marine disasters, and the pixel spatial reconstruction model of remote sensing images of UAV for intelligent inspection of marine disasters is constructed. Edge pixel information fusion and image region reconstruction are used to extract the high spatial features of UAV remote sensing images for intelligent inspection of marine disasters. Combined with UAV remote sensing data fusion method, the intelligent inspection of marine disasters is realized. The simulation results show that the method has good accuracy in intelligent inspection of marine disasters, and the accuracy of remote sensing feature extraction of UAV in intelligent inspection of marine disasters is high, and the intelligent inspection and dynamic real-time monitoring of marine disasters are realized.
引用
收藏
页码:410 / 416
页数:7
相关论文
共 50 条
  • [1] INTELLIGENT MACHINE VISION BASED RAILWAY INFRASTRUCTURE INSPECTION AND MONITORING USING UAV
    Banic, Milan
    Miltenovic, Aleksandar
    Pavlovic, Milan
    Ciric, Ivan
    FACTA UNIVERSITATIS-SERIES MECHANICAL ENGINEERING, 2019, 17 (03) : 357 - 364
  • [2] The UAV intelligent inspection of transmission lines
    Li, Linxin
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ADVANCES IN MECHANICAL ENGINEERING AND INDUSTRIAL INFORMATICS, 2015, 15 : 1542 - 1545
  • [4] The method of intelligent inspection of product quality based on computer vision
    Yan, Tai-Shan
    Cui, Du-Wu
    7TH INTERNATIONAL CONFERENCE ON COMPUTER-AIDED INDUSTRIAL DESIGN & CONCEPTUAL DESIGN, 2006, : 236 - 241
  • [5] Artificial intelligent vision system for inspection and monitoring
    1990, Publ by Chapman & Hall Ltd, London, Engl
  • [6] Crack Detection of Old Residential Buildings Based on UAV Intelligent Vision
    Wang, Jinxin
    Zhao, Shenglei
    Shen, Limin
    Yang, Wenxian
    Ma, Jinxin
    PROCEEDINGS OF TEPEN 2022, 2023, 129 : 1126 - 1135
  • [7] Bionic Vision-Based Intelligent Power Line Inspection System
    Li, Qingwu
    Ma, Yunpeng
    He, Feijia
    Xi, Shuya
    Xu, Jinxin
    COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2017, 2017
  • [8] Intelligent inspection method for automobile gauge panel based on machine vision
    Liu, Shuguang
    Liu, Mingyuan
    He, Yue
    Jixie Kexue Yu Jishu/Mechanical Science and Technology, 1998, 17 (02): : 313 - 315
  • [9] Automatic and Intelligent Line Inspection using UAV based on Beidou Navigation System
    Hu, Haohan
    Zhou, Hangfan
    Li, Junhai
    Li, Kuanrong
    Pan, Biao
    2019 6TH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE 2019), 2019, : 1004 - 1008
  • [10] Enhancing Tower Crane Safety: A UAV-Based Intelligent Inspection Approach
    Jiao, Xin
    Wu, Na
    Zhang, Xin
    Fan, Jian
    Cai, Zhenwei
    Wang, Ying
    Zhou, Zhenglong
    BUILDINGS, 2024, 14 (05)