Digital video tampering detection and localization: Review, representations, challenges and algorithm

N Akhtar, M Saddique, K Asghar, UI Bajwa, M Hussain… - Mathematics, 2022 - mdpi.com
Digital videos are now low-cost, easy to capture and easy to share on social media due to
the common feature of video recording in smart phones and digital devices. However, with …

A comprehensive survey on state-of-the-art video forgery detection techniques

S Mohiuddin, S Malakar, M Kumar, R Sarkar - Multimedia Tools and …, 2023 - Springer
Video plays a key role in carrying authenticity, especially in the surveillance system, medical
field, court evidence, journalism, and social media among others. However, nowadays the …

Dual adaptive deep convolutional neural network for video forgery detection in 3D lighting environment

V Vinolin, M Sucharitha - The Visual Computer, 2021 - Springer
Video forgery detection is one of the challenges in this digital era, where the focus is on
discovering authenticity. Though there are so many methods available to detect forgeries in …

Real time object-based video forgery detection using YOLO (V2)

PS Raskar, SK Shah - Forensic Science International, 2021 - Elsevier
Video forgery detection is a challenging task nowadays due to fake video forwarding. Copy-
Move type of attack is especially mostly practiced to tamper with the original contents of a …

Forged Video Detection Using Deep Learning: A SLR

M Munawar, I Noreen, RS Alharthi… - … Intelligence and Soft …, 2023 - Wiley Online Library
In today's digital landscape, video and image data have emerged as pivotal and widely
adopted means of communication. They serve not only as a ubiquitous mode of conveying …

Enhanced adaptive threshold algorithm with weighted search points for fast motion estimation

AK Mishra, N Kohli - International Journal of Information Technology, 2023 - Springer
Block matching algorithms play vital role in the success of the video coding standards. A
new block matching algorithm is proposed in this manuscript. Star diamond search with …

A survey on video-based fake news detection techniques

R Agrawal, DK Sharma - 2021 8th International Conference on …, 2021 - ieeexplore.ieee.org
In today's world, fake news identification is a critical problem. Fake news may exist in form of
text, images and videos also. There are several techniques exist for fake news detection …

Outdoor object detection for surveillance based on modified GMM and adaptive thresholding

NS Ghedia, CH Vithalani - International Journal of Information Technology, 2021 - Springer
This paper presents a modified Gaussian Mixture Model (GMM) and Adaptive Thresholding
designed to improve object detection accuracy for the outdoor surveillance. Intrinsic and …

Video forgery detection and localization using optimized attention squeezenet adversarial network

CHL Kumari, KV Prasad - Multimedia Tools and Applications, 2024 - Springer
Video forgery (VF) is manipulating fake videos by modifying, coordinating or generating new
content in the video sequence. The generated fake videos pose a great threat to social …

Multi-Level Passive Video Forgery Detection based on Temporal Information and Structural Similarity Index

HD Panchal, HB Shah - 2023 Seventh International Conference …, 2023 - ieeexplore.ieee.org
Video forgery has become a growing concern in recent years due to its potential to spread
disinformation, misrepresent the content, or create a false narrative. With the advancement …