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 …

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 …

Hybrid lstm and encoder–decoder architecture for detection of image forgeries

JH Bappy, C Simons, L Nataraj… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
With advanced image journaling tools, one can easily alter the semantic meaning of an
image by exploiting certain manipulation techniques such as copy clone, object splicing …

COVERAGE—A novel database for copy-move forgery detection

B Wen, Y Zhu, R Subramanian, TT Ng… - … conference on image …, 2016 - ieeexplore.ieee.org
We present COVERAGE-a novel database containing copy-move forged images and their
originals with similar but genuine objects. COVERAGE is designed to highlight and address …

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 …

Self-adversarial training incorporating forgery attention for image forgery localization

L Zhuo, S Tan, B Li, J Huang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Image editing techniques enable people to modify the content of an image without leaving
visual traces and thus may cause serious security risks. Hence the detection and localization …

A serial image copy-move forgery localization scheme with source/target distinguishment

B Chen, W Tan, G Coatrieux, Y Zheng… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this paper, we improve the parallel deep neural network (DNN) scheme BusterNet for
image copy-move forgery localization with source/target region distinguishment. BusterNet …

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 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 …