Image manipulation detection by multiple tampering traces and edge artifact enhancement

X Lin, S Wang, J Deng, Y Fu, X Bai, X Chen, X Qu… - Pattern Recognition, 2023 - Elsevier
Image manipulation detection has attracted considerable attention owing to the increasing
security risks posed by fake images. Previous studies have proven that tampering traces …

ET: Edge-enhanced transformer for image splicing detection

Y Sun, R Ni, Y Zhao - IEEE Signal Processing Letters, 2022 - ieeexplore.ieee.org
A key challenge of image splicing detection is how to localize integral tampered regions
without false alarm. Although current forgery detection approaches have achieved promising …

HDF-Net: Capturing homogeny difference features to localize the tampered image

R Han, X Wang, N Bai, Y Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Modern image editing software enables anyone to alter the content of an image to deceive
the public, which can pose a security hazard to personal privacy and public safety. The …

Video splicing detection and localization based on multi-level deep feature fusion and reinforcement learning

X Jin, Z He, J Xu, Y Wang, Y Su - Multimedia Tools and Applications, 2022 - Springer
Splicing forgery refers to copying some regions of a video or an image to another
video/image. Although image splicing detection has been studied for many years, video …

Visualizing the truth: A survey of multimedia forensic analysis

A Diwan, U Sonkar - Multimedia Tools and Applications, 2024 - Springer
Multimedia forensics is an essential field of research that deals with the authenticity and
integrity of multimedia content in the digital world. With the increasing use of digital platforms …

Exploring multi-scale forgery clues for stereo super-resolution image forgery localization

Z Sheng, C Yin, W Lu - Pattern Recognition, 2025 - Elsevier
Existing forgery image localization methods have achieved impressive performance on
monocular images but struggle to maintain comparable performance on stereo super …

Multitask image splicing tampering detection based on attention mechanism

P Zeng, L Tong, Y Liang, N Zhou, J Wu - Mathematics, 2022 - mdpi.com
In today's modern communication society, the authenticity of digital media has never been of
such importance as it is now. In this aspect, the reliability of digital images is of paramount …

A multiscale fusion lightweight image-splicing tamper-detection model

D Zhao, X Tian - Electronics, 2022 - mdpi.com
The easy availability and usability of photo-editing tools have increased the number of
forgery attacks, primarily splicing attacks, thereby increasing cybercrimes. Because of an …

PIM-Net: Progressive Inconsistency Mining Network for image manipulation localization

N Bai, X Wang, R Han, J Hou, Y Wang, S Pang - Pattern Recognition, 2025 - Elsevier
The content authenticity and reliability of digital images have promoted the research on
image manipulation localization (IML). Most current deep learning-based methods focus on …

Image splicing region localization with adaptive multi-feature filtration

J Hou, X Wang, R Han, M Jia, D Liu, Q Yu… - Expert Systems with …, 2024 - Elsevier
With the proliferation of retouching software, the detrimental effects of malicious image
tampering are becoming more prevalent. In this study, we propose an adaptive method …