Shoreline data based sea-land segmentation method for on-orbit ship detection from panchromatic Images

被引:0
|
作者
Lin, Xupeng [1 ]
Xu, Qizhi [1 ]
Han, Chuanzhao [2 ]
机构
[1] Beihang Univ, Sch Engn & Comp Sci, Beijing 100191, Peoples R China
[2] CAST, Beijing 100094, Peoples R China
来源
2018 FIFTH INTERNATIONAL WORKSHOP ON EARTH OBSERVATION AND REMOTE SENSING APPLICATIONS (EORSA) | 2018年
基金
中国国家自然科学基金;
关键词
sea-land segmentation; shoreline data; on-orbit processing; panchromatic images; EXTRACTION;
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
Sea-land segmentation is a key procedure of ship detection. However, most of the existing sea-land segmentation methods are designed for on-ground ship detection. Consequently, the computational costs of these methods are too expensive to be implemented in on-orbit platforms. To tackle this problem, first, a shoreline database is built according to the global geographic information systems; then, the sea-land segmentation method is proposed by utilizing the corresponding coastline data, which is obtained from the database according to the latitude and longitude of the candidate area. Compared to the existing sea-land segmentation methods, this method is more suitable for on-orbit platforms, because of the less computational costs, higher efficient, and acceptable robustness. The experimental results based on raw panchromatic images demonstrated that the proposed method had a good performance in sea-land segmentation for on-orbit processing.
引用
收藏
页码:66 / 70
页数:5
相关论文
共 42 条
  • [21] On-Orbit MTF Detection Method for Optical Remote Sensing Images Based on Airport Targets
    Wang, Haiyu
    Liu, Xiao
    Du, Lili
    Sun, Xiaobing
    Zhou, Zhiyuan
    LASER & OPTOELECTRONICS PROGRESS, 2024, 61 (22)
  • [22] Fast and accurate sea-land segmentation of SAR imagery based on multi-source data registration
    Zhao, Ling
    Zhang, Yasheng
    Xue, Wu
    Lin, Dong
    GEOCARTO INTERNATIONAL, 2022, 37 (26) : 13748 - 13768
  • [23] High Throughput Hardvare Architecture of A MIMO-based Sea Land Segmentation for On-Orbit Remote Sensing Image Processing
    Zhang, Cunguang
    Li, Bo
    Jiang, Hongxu
    Li, Huiyong
    Chen, Jiao
    2017 INTERNATIONAL CONFERENCE ON VISION, IMAGE AND SIGNAL PROCESSING (ICVISP), 2017, : 142 - 146
  • [24] Light-Weight Synthetic Aperture Radar Image Saliency Enhancement Method Based on Sea-Land Segmentation Preference
    Yu, Hang
    Yan, Ke
    Li, Chenyang
    Wang, Lei
    Li, Teng
    REMOTE SENSING, 2025, 17 (05)
  • [25] A LEVEL SET BASED METHOD FOR LAND MASKING IN SHIP DETECTION USING SAR IMAGES
    Wang, Ziwei
    Yang, Wei
    Chen, Jie
    Li, Chunsheng
    2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, : 3888 - 3891
  • [26] Ship Detection From Optical Satellite Images Based on Sea Surface Analysis
    Yang, Guang
    Li, Bo
    Ji, Shufan
    Gao, Feng
    Xu, Qizhi
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2014, 11 (03) : 641 - 645
  • [27] SIMULATIONS FOR DEVELOPING A FLAG-BASED ACTIVE NEUTRON INTERROGATION METHOD FOR EXPLOSIVES DETECTION IN SEA-LAND CARGO CONTAINERS
    Lehnert, Adrienne L.
    Kearfott, Kimberlee J.
    NUCLEAR TECHNOLOGY, 2014, 188 (01) : 97 - 111
  • [28] Ship Detection Method Based on Gabor Filter and Fast RCNN Model in Satellite Images of Sea
    He, Lin
    Yi, Sanwu
    Mu, Xiangwei
    Zhang, Lin
    PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND APPLICATION ENGINEERING (CSAE2019), 2019,
  • [29] A Sea Clutter Suppression Method based on Neighborhood Self-supervised for Ship Detection in SAR Images
    Wang, Luwei
    Guo, Qian
    Bi, Hui
    Li, Yong
    2024 IEEE 7th International Conference on Electronic Information and Communication Technology, ICEICT 2024, 2024, : 933 - 938
  • [30] A Sea–Sky Line Detection Method Based on the RANSAC Algorithm in the Background of Infrared Sea–Land–Sky Images
    Hongfei Song
    Hongkai Ren
    Yansong Song
    Shuai Chang
    Zhennan Zhao
    Journal of Russian Laser Research, 2021, 42 : 318 - 327