A survey on deep learning-based image forgery detection

FZ Mehrjardi, AM Latif, MS Zarchi, R Sheikhpour - Pattern Recognition, 2023 - Elsevier
Image is known as one of the communication tools between humans. With the development
and availability of digital devices such as cameras and cell phones, taking images has …

Copy-move forgery detection: survey, challenges and future directions

NB Abd Warif, AWA Wahab, MYI Idris, R Ramli… - Journal of Network and …, 2016 - Elsevier
The authenticity and reliability of digital images are increasingly important due to the ease in
modifying such images. Thus, the capability to identify image manipulation is a current …

Segmentation-based image copy-move forgery detection scheme

J Li, X Li, B Yang, X Sun - IEEE transactions on information …, 2014 - ieeexplore.ieee.org
In this paper, we propose a scheme to detect the copy-move forgery in an image, mainly by
extracting the keypoints for comparison. The main difference to the traditional methods is …

Efficient dense-field copy–move forgery detection

D Cozzolino, G Poggi… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
We propose a new algorithm for the accurate detection and localization of copy-move
forgeries, based on rotation-invariant features computed densely on the image. Dense-field …

Fast and effective image copy-move forgery detection via hierarchical feature point matching

Y Li, J Zhou - IEEE Transactions on Information Forensics and …, 2018 - ieeexplore.ieee.org
Copy-move forgery is one of the most commonly used manipulations for tampering digital
images. Keypoint-based detection methods have been reported to be very effective in …

Copy–move forgery detection by matching triangles of keypoints

E Ardizzone, A Bruno, G Mazzola - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Copy-move forgery is one of the most common types of tampering for digital images.
Detection methods generally use block-matching approaches, which first divide the image …

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 …

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 …

A bibliography of pixel-based blind image forgery detection techniques

MA Qureshi, M Deriche - Signal Processing: Image Communication, 2015 - Elsevier
With the advent of powerful image editing tools, manipulating images and changing their
content is becoming a trivial task. Now, you can add, change or delete significant information …

Security in smart cities: A brief review of digital forensic schemes for biometric data

A Ross, S Banerjee, A Chowdhury - Pattern Recognition Letters, 2020 - Elsevier
A smart city is engineered to be a self-sustained ecosystem driven by Internet-of-Things (IoT)
devices. Smooth functioning of smart cities is conditioned on seamless communication …