Media forensics and deepfakes: an overview
L Verdoliva - IEEE journal of selected topics in signal …, 2020 - ieeexplore.ieee.org
With the rapid progress in recent years, techniques that generate and manipulate
multimedia content can now provide a very advanced level of realism. The boundary …
multimedia content can now provide a very advanced level of realism. The boundary …
Copy-move forgery detection: survey, challenges and future directions
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 …
modifying such images. Thus, the capability to identify image manipulation is a current …
Face x-ray for more general face forgery detection
In this paper we propose a novel image representation called face X-ray for detecting
forgery in face images. The face X-ray of an input face image is a greyscale image that …
forgery in face images. The face X-ray of an input face image is a greyscale image that …
Hybrid lstm and encoder–decoder architecture for detection of image forgeries
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 …
image by exploiting certain manipulation techniques such as copy clone, object splicing …
Efficient detection of copy-move forgery using polar complex exponential transform and gradient direction pattern
Evidence plays a vital role in image forensics. If evidence is an image, then its authenticity
verification is the key to image forensics. One of the common forgeries in digital images is …
verification is the key to image forensics. One of the common forgeries in digital images is …
Segmentation-based image copy-move forgery detection scheme
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 …
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 …
forgeries, based on rotation-invariant features computed densely on the image. Dense-field …
CAT-Net: Compression artifact tracing network for detection and localization of image splicing
Detecting and localizing image splicing has become essential to fight against malicious
forgery. A major challenge to localize spliced areas is to discriminate between authentic and …
forgery. A major challenge to localize spliced areas is to discriminate between authentic and …
Exploiting spatial structure for localizing manipulated image regions
JH Bappy, AK Roy-Chowdhury… - Proceedings of the …, 2017 - openaccess.thecvf.com
The advent of high-tech journaling tools facilitates an image to be manipulated in a way that
can easily evade state-of-the-art image tampering detection approaches. The recent …
can easily evade state-of-the-art image tampering detection approaches. The recent …
Fast and effective image copy-move forgery detection via hierarchical feature point matching
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 …
images. Keypoint-based detection methods have been reported to be very effective in …