Recent advances in digital multimedia tampering detection for forensics analysis

S Bourouis, R Alroobaea, AM Alharbi, M Andejany… - Symmetry, 2020 - mdpi.com
In the digital multimedia era, digital forensics is becoming an emerging area of research
thanks to the large amount of image and video files generated. Ensuring the integrity of such …

An efficient approach for forgery detection in digital images using Hilbert–Huang​ transform

H Kasban, S Nassar - Applied Soft Computing, 2020 - Elsevier
Image manipulation plays important role in fake news spreading and it may cause ethical,
economic, or political problems for people and sometimes for countries. Image integrity …

Non-overlap** block-level difference-based image forgery detection and localization (NB-localization)

S Kumar, SK Gupta, U Gupta, M Agarwal - The Visual Computer, 2023 - Springer
With advent of digital devices, we are surrounded by many digital images. We usually
believe on digital images in whatever form presented to us. Therefore, we need to be careful …

An adaptive optimization method for estimating the number of components in a Gaussian mixture model

S Sun, Y Tong, B Zhang, B Yang, P He, W Song… - Journal of …, 2022 - Elsevier
Regarding the determination of the number of components (M) in a Gaussian mixture model
(GMM), this study proposes a novel method for adaptively locating an optimal value of M …

A Robust deep neural network for image forgery detection

S Kumar - 2022 - lrcdrs.bennett.edu.in
One of the crucial research areas in the field of image forensics is the detection of image
forgeries. Due to the availability of cutting-edge technology, strong image editing tools, and …