[HTML][HTML] Review of image forensic techniques based on deep learning

C Shi, L Chen, C Wang, X Zhou, Z Qin - Mathematics, 2023 - mdpi.com
Digital images have become an important carrier for people to access information in the
information age. However, with the development of this technology, digital images have …

A sequential convolutional neural network for image forgery detection

S Kaur, S Chopra, A Nayyar, R Sharma… - Multimedia Tools and …, 2024 - Springer
In this digital era, images are the major information carriers of contemporary society. Several
multimedia manipulation tools like CorelDRAW, GIMP, Freehand, Adobe Photoshop, etc. are …

State-of-the-art techniques for passive image forgery detection: a brief review

S Kaur, R Rani, R Garg… - International Journal of …, 2022 - inderscienceonline.com
Images are major information carriers in the digital era. Along with the benefits, there are
many drawbacks of digital visual media. The digital multimedia editing tools like Adobe …

[HTML][HTML] Comprehensive analyses of image forgery detection methods from traditional to deep learning approaches: an evaluation

P Sharma, M Kumar, H Sharma - Multimedia Tools and Applications, 2023 - Springer
The digital image proves critical evidence in the fields like forensic investigation, criminal
investigation, intelligence systems, medical imaging, insurance claims, and journalism to …

Convolutional neural network based digital image forensics using random forest and SVM classifier

MS Kaushik, AB Kandali - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Recent fast advances in computer graphics and information technology have increased the
quality of created digital material. Social media platforms such as Instagram, Facebook, and …

An approach based on object detection for image forensics

S Qu - 2019 1st International Conference on Industrial …, 2019 - ieeexplore.ieee.org
With the development of the Internet and advanced image editing software, the manipulation
and propagation of digital image has become easy, and image forensics has become a …

Understanding digital image anti-forensics: an analytical review

N Taneja, VS Bramhe, D Bhardwaj… - Multimedia Tools and …, 2024 - Springer
Image forensics is essential for detecting image manipulation, authenticating images, and
identifying sources of images. A forensic analyst can make use of various artifacts to develop …

Deep learning-based image forgery detection system

HR Suresh, M Shanmuganathan… - International …, 2024 - inderscienceonline.com
Despite the fact that there are more complex ways of forgery being developed all the time,
image forgery detection continues to play an essential part in the field of digital forensics …

[HTML][HTML] A comprehensive review of deep-learning-based methods for image forensics

I Castillo Camacho, K Wang - Journal of imaging, 2021 - mdpi.com
Seeing is not believing anymore. Different techniques have brought to our fingertips the
ability to modify an image. As the difficulty of using such techniques decreases, lowering the …

[PDF][PDF] A survey on image forgery detection using different forensic approaches

AH Saber, MA Khan, BG Mejbel - Advances in Science …, 2020 - researchgate.net
Recently, digital image forgery detection is an emergent and important area of image
processing. Digital image plays a vital role in providing evidence for any unusual incident …