Analysis of anomaly detection in surveillance video: recent trends and future vision

R Raja, PC Sharma, MR Mahmood… - Multimedia Tools and …, 2023 - Springer
Video Surveillance (VS) systems are popular. For enhancing the safety of public lives as
well as assets, it is utilized in public places like marketplaces, hospitals, streets, education …

[HTML][HTML] 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 …

Machine learning in digital forensics: a systematic literature review

T Nayerifard, H Amintoosi, AG Bafghi… - arxiv preprint arxiv …, 2023 - arxiv.org
Development and exploitation of technology have led to the further expansion and
complexity of digital crimes. On the other hand, the growing volume of data and …

Deep learning-based forgery identification and localization in videos

R Gowda, D Pawar - Signal, Image and Video Processing, 2023 - Springer
The video forensics capabilities are constantly improving in terms of evidence accumulating,
analysis, processing, and storage. Video forensic analysis involves scientific investigation …

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 …

Optimization model of process parameters for waterworks based on CNN-ISSA-BiGRU

P Mei, M Li, Q Zhang, J Peng, Y Bao, S Zhang - Journal of Hydrology, 2024 - Elsevier
After conducting an extensive investigation into the current situation of Chinese water supply
plants, it was imperative to systematically optimize the critical operational parameters of …

[HTML][HTML] Pixel tampering detection in encrypted surveillance videos on resource-constrained devices

I Aribilola, B Lee, MN Asghar - Internet of Things, 2024 - Elsevier
Encryption (naïve/selective) is recommended to secure the recorded visual content;
however, intruders can still manipulate encrypted data. Visually, tampering attacks on …

DEEP-STA: Deep Learning-Based Detection and Localization of Various Types of Inter-Frame Video Tampering Using Spatiotemporal Analysis

N Akhtar, M Hussain, Z Habib - Mathematics, 2024 - mdpi.com
Inter-frame tampering in surveillance videos undermines the integrity of video evidence,
potentially influencing law enforcement investigations and court decisions. This type of …

Development of precise forgery detection algorithms in digital radiography images using convolution neural network

MS El_Tokhy - Applied Soft Computing, 2023 - Elsevier
The widespread availability of forged image software necessitates the integrity verification of
digital images in industrial and medical applications. Because of image manipulation …

[HTML][HTML] An anti-forensics video forgery detection method based on noise transfer matrix analysis

Q Bao, Y Wang, H Hua, K Dong, F Lee - Sensors, 2024 - mdpi.com
The dispute over the authenticity of video has become a hot topic in judicial practice in
recent years. Despite detection methods being updated rapidly, methods for determining …