Performance Evaluation of Ship Detection Using Sentinel-1 IW Data

Title
Performance Evaluation of Ship Detection Using Sentinel-1 IW Data
Author(s)
김승룡; 양찬수
KIOST Author(s)
Kim, Seungryong(김승룡)Yang, Chan Su(양찬수)
Publication Year
2019-10-31
Abstract
Monitoring using satellite data is needed to effectively monitor the movements of ships operating in the ocean. In this paper, the ship detection system utilizing Sentinel-1 IW data is introduced and the ship detection performance of the system is evaluated. Ship detection systems include noise elimination as well as radiometric and geometric corrections for SAR satellite data. In order to verify the performance of these systems, ship detection was carried out on commercial and fishing vessels off the Busan coast, and detection accuracy was calculated by comparing the location of detected vessels with AIS data. This reviewed the potential for use in the ship detection aspects of Sentinel-1 satellites. In the future, we plan to expand the scope to cover the Gulf of Gyeonggi, and to carry out more detailed verification through comparative analysis through the Radar data as well as the AIS.
URI
https://sciwatch.kiost.ac.kr/handle/2020.kiost/22067
Bibliographic Citation
ICSANE 2019, pp.59 - 62, 2019
Publisher
IEICE
Type
Conference
Language
English
Publisher
IEICE
Related Researcher
Research Interests

Satellite Oceanography,Marine Safety & Security,Remote Sensing,위성해양학,해양 안전 및 보안,원격탐사

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