Oil spill extraction from X-band marine radar images by power fitting of radar echoes

被引:7
|
作者
Liu, Peng [1 ]
Zhao, Yancheng [1 ]
Liu, Bingxin [1 ]
Li, Ying [1 ]
Chen, Peng [1 ]
机构
[1] Dalian Maritime Univ, Nav Coll, Dalian, Peoples R China
关键词
Oil spills;
D O I
10.1080/2150704X.2021.1892852
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Oil spills cause great environmental damage and the ability to identify them accurately is important to prompt oil spill response. A power fitting method of radar echo is proposed in this paper to detect oil spills on sampled X-band marine radar images. In this method, first, the marine radar image is pre-processed, including coordinate transform and noise reduction. Then, the difference between the pre-processed radar image and power fitting result is obtained. Finally, oil spills are extracted by using a mean filter, the Otsu method, and connected component analysis. The proposed oil spill detection method was used on radar images sampled after an oil spill accident in the coastal region of Dalian, China, on 21 July 2010. The proposed method can detect oil spills without manual participation, and the extracted oil spills are comparable to visual interpretation.
引用
收藏
页码:345 / 352
页数:8
相关论文
共 50 条
  • [21] A New Method of Rainfall Detection from the Collected X-Band Marine Radar Images
    Wei, Yanbo
    Liu, Yalin
    Lei, Yifei
    Lian, Ruiyao
    Lu, Zhizhong
    Sun, Lei
    REMOTE SENSING, 2022, 14 (15)
  • [22] THE SIGNIFICANT WAVE HEIGHT DISTRIBUTION RETRIEVED FROM MARINE X-BAND RADAR IMAGES
    Chen, Zhongbiao
    He, Yijun
    Yin, Baoshu
    Qiu, Zhongfeng
    2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 2641 - 2644
  • [23] An Enhanced Algorithm for Wave Information Extraction from X-band Nautical Radar Images
    An, Jiaqi
    Huang, Weimin
    Gill, Eric W.
    2012 OCEANS, 2012,
  • [24] Semi-Automatic Oil Spill Detection on X-Band Marine Radar Images Using Texture Analysis, Machine Learning, and Adaptive Thresholding
    Liu, Peng
    Li, Ying
    Liu, Bingxin
    Chen, Peng
    Xu, Jin
    REMOTE SENSING, 2019, 11 (07)
  • [25] EXTRACTION OF COASTAL WAVEFIELD PROPERTIES FROM X-BAND RADAR
    Hessner, Katrin
    Hanson, Jeffrey L.
    2010 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2010, : 4326 - 4329
  • [26] X-band radar
    Goudge, C
    OIL & GAS JOURNAL, 1997, 95 (02) : 8 - 8
  • [27] Shallow water bathymetry derived from an analysis of X-band marine radar images of waves
    Bell, PS
    COASTAL ENGINEERING, 1999, 37 (3-4) : 513 - 527
  • [28] Determination of nearshore sea surface wind vector from marine X-band radar images
    Chen, Zhongbiao
    He, Yijun
    Zhang, Biao
    Qiu, Zhongfeng
    OCEAN ENGINEERING, 2015, 96 : 79 - 85
  • [29] Analysis of the Effects of Rain on Surface Wind Retrieval from X-band Marine Radar Images
    Liu, Ying
    Huang, Weimin
    Gill, Eric W.
    2014 OCEANS - ST. JOHN'S, 2014,
  • [30] Gaussian Process Regression for Estimating Wind Speed From X-band Marine Radar Images
    Chen, Xinwei
    Huang, Weimin
    OCEANS 2018 MTS/IEEE CHARLESTON, 2018,