Fusion of handcrafted and deep features for forgery detection in digital images

S Walia, K Kumar, M Kumar, XZ Gao - IEEE Access, 2021 - ieeexplore.ieee.org
Content authentication of digital images has captured the attention of forensic experts and
security researchers due to a multi-fold increase in the dissemination of multimedia data …

Dynamic texture analysis for detecting fake faces in video sequences

M Bonomi, C Pasquini, G Boato - Journal of Visual Communication and …, 2021 - Elsevier
The creation of manipulated multimedia content involving human characters has reached in
the last years unprecedented realism, calling for automated techniques to expose …

Distinguishing computer-generated images from photographic images using two-stream convolutional neural network

KB Meena, V Tyagi - Applied Soft Computing, 2021 - Elsevier
Today's advanced multimedia tools allow us to create photorealistic computer graphic
images, effortlessly. There are various fields such as the film industry, virtual reality, video …

Robust texture-aware computer-generated image forensic: Benchmark and algorithm

W Bai, Z Zhang, B Li, P Wang, Y Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With advances in rendering techniques and generative adversarial networks, computer-
generated (CG) images tend to be indistinguishable from photographic (PG) images …

Detection of manipulated face videos over social networks: A large-scale study

F Marcon, C Pasquini, G Boato - Journal of Imaging, 2021 - mdpi.com
The detection of manipulated videos represents a highly relevant problem in multimedia
forensics, which has been widely investigated in the last years. However, a common trait of …

BIM hyperreality: Data synthesis using BIM and hyperrealistic rendering for deep learning

M Alawadhi, W Yan - arXiv preprint arXiv:2105.04103, 2021 - arxiv.org
Deep learning is expected to offer new opportunities and a new paradigm for the field of
architecture. One such opportunity is teaching neural networks to visually understand …

图像源辨识取证研究综述.

陈艺芳, 何自强, 文冠臣… - Journal of Signal …, 2021 - search.ebscohost.com
图像源辨识取证是数字图像被动取证的一个重要研究方向, 旨在从图像本身的特性出发对图像的
相关来源进行识别和检测. 图像源辨识取证主要包括: 相机源识别, 计算机图形学方法生成图像 …

Video forgery detection using multiple cues on fusion of efficientnet and swin transformer

C Liu, J Li, J Duan, H Huang - 2021 - openreview.net
The rapid development of video processing technology makes it easy for people to forge
videos without leaving visual artifacts. The spread of forged videos may lead to moral and …

Image forensic tool (ift): Image retrieval, tampering detection, and classification

D Pawar, M Gajpal - International Journal of Digital Crime and …, 2021 - igi-global.com
Images now-a-days are often used as an authenticated proof for any cyber-crime. Images
that do not remain genuine can mislead the court of law. The fast and dynamically growing …

Evaluation of digital image forensics

T Jain, SK Shandilya - … of the Second International Conference on …, 2021 - Springer
The development of modern picture handling and altering programming has made the
control of advanced pictures simple and impalpable to the unaided eyes. This has expanded …