A Systematic Review on Detection of Manipulated Satellite Images

IF 5.5 3区计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS

Journal of Cloud Computing-Advances Systems and Applications Pub Date : 2023-07-01 DOI:10.1109/CSCloud-EdgeCom58631.2023.00011

Yuchen Nie, Xiangling Ding, Wenyi Zhu, Yulin Zhao

引用次数: 0

Abstract

The widespread use of image editing software and the development of image processing technology have made manipulated images very easy. Image forgery, especially in remote sensing satellite images, may bring incalculable and serious consequences, which makes researchers focus on how to verify the integrity of remote sensing images. This paper introduces remote sensing images and manipulating operations in remote sensing images, mainly splicing operations. After that, we discuss methods in depth for detecting and locating manipulation in remote sensing images in recent years. The generative model reflects its unparalleled advantages in these methods. Finally, the future development direction is prospected.

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人造卫星图像检测系统综述

图像编辑软件的广泛使用和图像处理技术的发展使得对图像的处理变得非常容易。图像伪造，特别是遥感卫星图像的伪造，可能带来难以估量的严重后果，如何验证遥感图像的完整性成为研究人员关注的焦点。本文介绍了遥感图像和遥感图像中的操纵操作，主要是拼接操作。在此基础上，深入讨论了近年来遥感图像中检测和定位操作的方法。生成模型在这些方法中体现了其无可比拟的优势。最后，展望了未来的发展方向。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Journal of Cloud Computing-Advances Systems and Applications Computer Science-Computer Networks and Communications

CiteScore

6.80

自引率

7.50%

发文量

审稿时长

75 days

期刊介绍： The Journal of Cloud Computing: Advances, Systems and Applications (JoCCASA) will publish research articles on all aspects of Cloud Computing. Principally, articles will address topics that are core to Cloud Computing, focusing on the Cloud applications, the Cloud systems, and the advances that will lead to the Clouds of the future. Comprehensive review and survey articles that offer up new insights, and lay the foundations for further exploratory and experimental work, are also relevant.