A Geographic Information Based Sea-land Segmentation Method for HR Optical Remote Sensing Image

被引:0
|
作者
Ren, Xiaoyuan [1 ]
Jiang, Libing [1 ]
Guan, Dongdong [1 ]
Tang, Xiao-An [1 ]
机构
[1] NUDT, Coll Elect Sci & Engn, Changsha 410073, Hunan, Peoples R China
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this letter, a novel method is proposed to conduct sea-land segmentation in the help of geographic information for high resolution (HR) optical remote sensing image. Firstly the pre-segmentation is conducted by the means of image analysis. Then the salient structure mainly formed by artificial facility can be used to determine the region of interests (ROI), which contains the potential ship targets. After that, accurate segmentation is made in ROI via mask generated by geographic information and structure feature. Experiments on Google image shows that the method proposed in the paper performs better than existing methods without the geographic information, particularly for the berth area where ship targets gather.
引用
收藏
页码:3553 / 3556
页数:4
相关论文
共 50 条
  • [21] A Remote Sensing Image Segmentation Method based on Spectral and Texture Information Fusion
    Xie, Xing
    Liu, Mengliang
    Wang, Leiguang
    Qin, Qianqin
    PROCEEDINGS OF THE 2009 SIXTH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: NEW GENERATIONS, VOLS 1-3, 2009, : 22 - +
  • [22] A novel sea-land segmentation network for enhanced coastline extraction using satellite remote sensing images
    Feng, Jiangfan
    Wang, Shiyu
    Gu, Zhujun
    ADVANCES IN SPACE RESEARCH, 2024, 74 (05) : 2200 - 2213
  • [23] Remote Sensing Investigation Method on Land Resources by A Geographic Information System
    Chen Shengbo
    Global Geology, 1999, (02) : 227 - 229
  • [24] A Sea-land Segmentation Algorithm Based on Graph Theory
    Huang Zewen
    2ND ISPRS INTERNATIONAL CONFERENCE ON COMPUTER VISION IN REMOTE SENSING (CVRS 2015), 2016, 9901
  • [25] Subpixel matching method for remote sensing image of ground features based on geographic information
    Chen, Chen
    OPEN PHYSICS, 2020, 18 (01): : 278 - 289
  • [26] Sea and Land Segmentation of Optical Remote Sensing Images Based on U-Net Optimization
    Li, Jianfeng
    Huang, Zhenghong
    Wang, Yongling
    Luo, Qinghua
    REMOTE SENSING, 2022, 14 (17)
  • [27] REMOTE SENSING IMAGE SEGMENTATION METHOD BASED ON HRNET
    Cheng, Zhi
    Fu, Daocai
    IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2020, : 6750 - 6753
  • [28] MIFNet: Multi-Information Fusion Network for Sea-Land Segmentation
    Pan, Zhihong
    Dou, Hao
    Mao, Jiaxing
    Dai, Min
    Tian, Jinwen
    ICAIP 2018: 2018 THE 2ND INTERNATIONAL CONFERENCE ON ADVANCES IN IMAGE PROCESSING, 2018, : 24 - 29
  • [29] Sea-Land Segmentation Algorithm Based on Multiframe Radar Echoes
    Xu, Shuwen
    Bai, Xiaohui
    Ren, Qinghui
    Li, Dongchen
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
  • [30] A Sea-land Segmentation Algorithm Based on Gray Smoothness Ratio
    Xiao Huihui
    Xu Qizhi
    Hu Lei
    2016 4RTH INTERNATIONAL WORKSHOP ON EARTH OBSERVATION AND REMOTE SENSING APPLICATIONS (EORSA), 2016,