[PDF][PDF] An overview on the generation and detection of synthetic and manipulated satellite images

L Abady, ED Cannas, P Bestagini… - … on Signal and …, 2022 - nowpublishers.com
Due to the reduction of technological costs and the increase of satellite launches, satellite
images are becoming more popular and easier to obtain. Besides serving benevolent …

Forensic research of satellite images forgery: a comprehensive survey

X Ding, Y Nie, J Yao, J Tang, Y Lang - Artificial Intelligence Review, 2024 - Springer
Satellite imagery is a significant and attractive area in remote sensing applications, widely
applied in monitoring, managing, and tracking natural disasters. Due to the proliferation of …

Manipulation detection in satellite images using vision transformer

J Horváth, S Baireddy, H Hao… - Proceedings of the …, 2021 - openaccess.thecvf.com
A growing number of commercial satellite companies provide easily accessible satellite
imagery. Overhead imagery is used by numerous industries including agriculture, forestry …

Panchromatic imagery copy-paste localization through data-driven sensor attribution

ED Cannas, J Horváth, S Baireddy… - ICASSP 2022-2022 …, 2022 - ieeexplore.ieee.org
Overhead images can be obtained using different acquisition and processing techniques,
and they are becoming more and more popular. As with common photographs, they can be …

Spectral information guidance network for tampering localization of high-resolution satellite map

X Ding, Y Nie - Expert Systems with Applications, 2025 - Elsevier
Remote-sensing satellite-maps play an attractive and important issue in remote sensing
applications, which are widely applied in monitoring, managing, and keeping track of natural …

Detection and localization of gan manipulated multi-spectral satellite images

L Abady, GM Dimitri, M Barni - ESANN 2022, 2022 - usiena-air.unisi.it
Owing to their realistic features and continuous improvements, images manipulated by
Generative Adversarial Network (GAN) have become a compelling research topic. In this …

[HTML][HTML] High-Precision Heterogeneous Satellite Image Manipulation Localization: Feature Point Rules and Semantic Similarity Measurement

R Wu, W Guo, Y Liu, C Sun - Remote Sensing, 2024 - mdpi.com
Misusing image tampering software makes it easier to manipulate satellite images, leading
to a crisis of trust and security concerns in society. This study compares the inconsistencies …

Deepfaking it: experiments in generative, adversarial multispectral remote sensing

CX Ren, A Ziemann, J Theiler… - … , and Applications for …, 2021 - spiedigitallibrary.org
In this work we utilize generative adversarial networks (GANs) to synthesize realistic
transformations for remote sensing imagery in the multispectral domain. Despite the …

A One-Class Classifier for the Detection of GAN Manipulated Multi-Spectral Satellite Images

L Abady, GM Dimitri, M Barni - Remote Sensing, 2024 - mdpi.com
The current image generative models have achieved a remarkably realistic image quality,
offering numerous academic and industrial applications. However, to ensure these models …

Sat U-Net: a fusion based method for forensic splicing localization in satellite images

J Horváth, Z Xiang, ED Cannas… - … and Learning 2022, 2022 - spiedigitallibrary.org
Satellite images are widely available to the public. These satellite images are used in
various fields including natural disaster analysis, meteorology and agriculture. As with any …