A Method of Fairway Boundary Extraction Based on AIS Data

被引：0
|
作者：
Dai, Zeyuan [1 ]
Zhang, Lihua [1 ]
Jia, Shuaidong [1 ]
Tang, Lulu [1 ]
Sun, Xiaolu [1 ]
机构：
[1] Dalian Naval Acad, Dept Mil Oceanog & Hydrog & Cartog, Dalian 116018, Liaoning, Peoples R China
来源：
4TH INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY RESOURCES AND ENVIRONMENT ENGINEERING | 2019年 / 237卷
基金：
中国国家自然科学基金;
关键词：
D O I：
10.1088/1755-1315/237/3/032049
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
Due to the limitations of existing fairway extraction methods that not take the width of the fairway into account, a method of fairway boundary extraction based on AIS data is proposed. Firstly, in order to express the density of AIS track points, the Voronoi diagram is constructed. Secondly, the density difference between both sides of the fairway is quantitatively analyzed, and the index of it is proposed. Finally, using the AIS track points that selected by the former index, the Delaunay irregular triangulation network is constructed, and then the boundary of the fairway can be extracted. The experimental results show that: using this method, the boundary of the fairway can be automatic extracted, which provides a new idea for the semantic analysis of AIS data.
引用
收藏
页数：6
相关论文
共 50 条
  • [21] Research on the Method of Data Extraction Based on Category
    Chen, Zhongyu
    Guo, Ting
    Qian, Zhongsheng
    Xiao, Chunshui
    2013 IEEE/ACIS 12TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS), 2013, : 365 - 369
  • [22] An AIS Based Approach for Extraction of PV Module Parameters
    Sarjila, R.
    Ravi, K.
    Edward, J. Belwin
    Prasad, Avagaddi
    Kumar, K. Sathish
    INFORMATION SYSTEMS DESIGN AND INTELLIGENT APPLICATIONS, VOL 3, INDIA 2016, 2016, 435 : 405 - 422
  • [23] A new method of point cloud boundary extraction based on slice
    Zhu, Haipeng
    Huang, Ming
    Zhou, Chuanli
    INTERNATIONAL CONFERENCE ON COMPUTER VISION, APPLICATION, AND DESIGN (CVAD 2021), 2021, 12155
  • [24] Maximal probability method of boundary extraction based on particle motion
    Lou, Liantang
    Fu, Zhongliang
    Jiang, Si
    MIPPR 2007: AUTOMATIC TARGET RECOGNITION AND IMAGE ANALYSIS; AND MULTISPECTRAL IMAGE ACQUISITION, PTS 1 AND 2, 2007, 6786
  • [25] A novel ship trajectory clustering analysis and anomaly detection method based on AIS data
    Zhang, Chuang
    Liu, Songtao
    Guo, Muzhuang
    Liu, Yuanchang
    OCEAN ENGINEERING, 2023, 288
  • [26] A novel MP-LSTM method for ship trajectory prediction based on AIS data
    Gao, Da-wei
    Zhu, Yong-sheng
    Zhang, Jin-fen
    He, Yan-kang
    Yan, Ke
    Yan, Bo-ran
    OCEAN ENGINEERING, 2021, 228
  • [27] A grid-based method for unsupervised speed pattern recognition using AIS data
    Li, Penghao
    Hu, Qinyou
    OCEAN ENGINEERING, 2025, 328
  • [28] Study on assessment method of vessel-bridge collision probability based on AIS data
    Pan J.
    Wang Y.
    Huang Y.
    Xu M.
    Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition), 2019, 47 (11): : 109 - 114
  • [29] Maritime Pattern Extraction from AIS data using a Genetic Algorithm
    Dobrkovic, Andrej
    Iacob, Maria-Eugenia
    van Hillegersberg, Jos
    PROCEEDINGS OF 3RD IEEE/ACM INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS, (DSAA 2016), 2016, : 642 - 651
  • [30] Maritime pattern extraction and route reconstruction from incomplete AIS data
    Dobrkovic, Andrej
    Iacob, Maria-Eugenia
    van Hillegersberg, Jos
    INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, 2018, 5 (2-3) : 111 - 136
12345