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 …

Passive detection of copy-move forgery in digital images: State-of-the-art

OM Al-Qershi, BE Khoo - Forensic science international, 2013 - Elsevier
Currently, digital images and videos have high importance because they have become the
main carriers of information. However, the relative ease of tampering with images and …

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 …

CMFD: a detailed review of block based and key feature based techniques in image copy‐move forgery detection

B Soni, PK Das, DM Thounaojam - IET Image Processing, 2018 - Wiley Online Library
With the advancement of image editing tools in today's world, the manipulation of images
like cropping, cloning, resizing, etc., becomes an easy proposition and on the other end …

Image and video forensics: A critical survey

H Kaur, N Jindal - Wireless Personal Communications, 2020 - Springer
With the extensive use of multimedia on internet and easy approachability of powerful image
and video editing software, doctored visual contents have been extensively appearing in our …

Region duplication forgery detection technique based on SURF and HAC

P Mishra, N Mishra, S Sharma… - The Scientific World …, 2013 - Wiley Online Library
Region duplication forgery detection is a special type of forgery detection approach and
widely used research topic under digital image forensics. In copy move forgery, a specific …

State of the art in passive digital image forgery detection: copy-move image forgery

S Sadeghi, S Dadkhah, HA Jalab, G Mazzola… - Pattern Analysis and …, 2018 - Springer
Authenticating digital images is increasingly becoming important because digital images
carry important information and due to their use in different areas such as courts of law as …

Survey on image copy-move forgery detection

M Verma, D Singh - Multimedia Tools and Applications, 2024 - Springer
In this digital era, a huge amount of images are flooding the internet, which is extensively
used for digital communications, and are also regarded as a significant source of information …

Geometric transformation invariant block based copy-move forgery detection using fast and efficient hybrid local features

B Soni, PK Das, DM Thounaojam - Journal of information security and …, 2019 - Elsevier
Copy-move forgery in images is a popular tampering method, in which a portion of an image
is copied and pasted on some other location of the same image. This paper proposes an …

Enhanced copy-move forgery detection using deep convolutional neural network (DCNN) employing the ResNet-101 transfer learning model

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 …