S Vaishali, S Neetu - Multimedia Tools and Applications, 2024 - Springer
The rapid proliferation of high-quality false images on social media sites calls for research on legitimate image recognition systems. Copy-move forgery (CMF), which involves copying …
Digital imaging has become elementary in this novel era of technology with unconventional image forging techniques and tools. Since, we understand that digital image forgery is …
In this era of technology, digital images turn out to be ubiquitous in a contemporary society and they can be generated and manipulated by a wide variety of hardware and software …
SI Lee, JY Park, IK Eom - IEEE Access, 2022 - ieeexplore.ieee.org
This paper introduces a machine learning based copy-move forgery (CMF) localization method. The basic convolutional neural network cannot be applied to CMF detection …
Y Zhang, G Zhu, X Wang, X Luo, Y Zhou… - … on Circuits and …, 2022 - ieeexplore.ieee.org
Copy-move forgery can be used for hiding certain objects or duplicating meaningful objects in images. Although copy-move forgery detection has been studied extensively in recent …
L Yu, Q Han, X Niu - Multimedia Tools and Applications, 2016 - Springer
Detection of copy-move forgery has recently attracted much attention. During the past decade, two categories of methods, namely block-based and feature point-based methods …
Y Liu, C Xia, X Zhu, S Xu - IEEE Transactions on Image …, 2021 - ieeexplore.ieee.org
Copy-move forgery detection identifies a tampered image by detecting pasted and source regions in the same image. In this paper, we propose a novel two-stage framework specially …
The problem of forged images has become a global phenomenon that is spreading mainly through social media. New technologies have provided both the means and the support for …
K Zhao, X Yuan, T Liu, Y Xiang, Z Xie, G Huang… - Expert Systems with …, 2024 - Elsevier
In this paper, we construct CAMU-Net, an image forgery detection method, to obtain evidence of copy-move forgery areas in images. In CAMU-Net, the hierarchical feature …