• Title/Summary/Keyword: Methods%3A polarimetric

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A Case Study of Amplitude-Based Change Detection Methods Using Synthetic Aperture Radar Images (위성 레이더 영상을 활용한 강도 기반 변화탐지기술 활용 사례연구)

  • Seongjae Hong;Sungho Chae;Kwanyoung Oh;Heein Yang
    • Korean Journal of Remote Sensing
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    • v.39 no.6_3
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    • pp.1791-1799
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    • 2023
  • The Korea Aerospace Research Institute is responsible for supplying and supporting the utilization of imagery data from the Arirang satellite series for organizations affiliated with the Government Satellite Information Application Consultation. Most of them primarily utilize optical imagery, and there is a relative lack of utilization of Synthetic Aperture Radar (SAR) imagery. In this paper, as part of supporting the use of SAR images, we investigated SAR intensity-based change detection algorithms and their use cases that have been researched to determine SAR intensity-based change detection algorithms to be developed in the future. As a result of the research, we found that various algorithms utilizing intensity difference, correlation coefficients, histograms, or polarimetric information have been researched by numerous researchers to detect and analyze change pixels and the applications of change detection algorithms have been studied in various fields such as a city, flood, forest fire, and vegetation. This study will serve as a reference for the development of SAR change detection algorithms, intended for utilization in the Government Satellite Information Application Consultation.