A detailed analysis of image and video forgery detection techniques

S Tyagi, D Yadav - The Visual Computer, 2023 - Springer
With the recent advancement in modern technology, one can easily manipulate a digital
image or video using computer software or a mobile application. The purpose of editing …

Digital image integrity–a survey of protection and verification techniques

P Korus - Digital Signal Processing, 2017 - Elsevier
We are currently on a verge of a revolution in digital photography. Developments in
computational imaging and adoption of artificial intelligence have spawned new editing …

Mesonet: a compact facial video forgery detection network

D Afchar, V Nozick, J Yamagishi… - 2018 IEEE international …, 2018 - ieeexplore.ieee.org
This paper presents a method to automatically and efficiently detect face tampering in
videos, and particularly focuses on two recent techniques used to generate hyper-realistic …

Detection of gan-generated fake images over social networks

F Marra, D Gragnaniello, D Cozzolino… - … IEEE conference on …, 2018 - ieeexplore.ieee.org
The diffusion of fake images and videos on social networks is a fast growing problem.
Commercial media editing tools allow anyone to remove, add, or clone people and objects …

Distinguishing computer graphics from natural images using convolution neural networks

N Rahmouni, V Nozick, J Yamagishi… - 2017 IEEE workshop …, 2017 - ieeexplore.ieee.org
This paper presents a deep-learning method for distinguishing computer generated
graphics from real photographic images. The proposed method uses a Convolutional Neural …

Image forgery detection: a survey of recent deep-learning approaches

M Zanardelli, F Guerrini, R Leonardi… - Multimedia Tools and …, 2023 - Springer
In the last years, due to the availability and easy of use of image editing tools, a large
amount of fake and altered images have been produced and spread through the media and …

A survey on image tampering and its detection in real-world photos

L Zheng, Y Zhang, VLL Thing - Journal of Visual Communication and …, 2019 - Elsevier
Editing a real-world photo through computer software or mobile applications is one of the
easiest things one can do today before sharing the doctored image on one's social …

Recent advances in digital image manipulation detection techniques: A brief review

R Thakur, R Rohilla - Forensic science international, 2020 - Elsevier
A large number of digital photos are being generated and with the help of advanced image
editing software and image altering tools, it is very easy to manipulate a digital image …

Detecting CNN-generated facial images in real-world scenarios

N Hulzebosch, S Ibrahimi… - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
Artificial, CNN-generated images are now of such high quality that humans have trouble
distinguishing them from real images. Several algorithmic detection methods have been …

A technique for image splicing detection using hybrid feature set

AK Jaiswal, R Srivastava - Multimedia Tools and Applications, 2020 - Springer
Image manipulation has no longer been rocket science for non-professionals. Tampering of
images has become so popular due to the accessibility of free editing application in smart …