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Robust text image tampering localization via forgery traces enhancement and multiscale attention
L Dong, W Liang, R Wang - IEEE Transactions on Consumer …, 2024 - ieeexplore.ieee.org
Text images, such as scanned documents, certificates, and chat-box screenshots, are
commonly used for multimodal communication. However, the rise of advanced deep image …
commonly used for multimodal communication. However, the rise of advanced deep image …
AFTLNet: An efficient adaptive forgery traces learning network for deep image inpainting localization
X Ding, Y Deng, Y Zhao, W Zhu - Journal of Information Security and …, 2024 - Elsevier
Deep-learning-based image inpainting repairs a region with visually believable content,
leaving behind imperceptible traces. Since deep image inpainting approaches can …
leaving behind imperceptible traces. Since deep image inpainting approaches can …
[HTML][HTML] Enhancing privacy management protection through secure and efficient processing of image information based on the fine-grained thumbnail-preserving …
The increase of image information brings the need for secure storage and management, and
people are used to uploading images to cloud servers for storage, but the issue of privacy …
people are used to uploading images to cloud servers for storage, but the issue of privacy …
Towards generalizable and robust image tampering localization with multi-task learning and contrastive learning
To prevent the misuse of tampered images, numerous tampering localization methods have
been proposed in recent years. However, these methods often suffer from significant …
been proposed in recent years. However, these methods often suffer from significant …
A two-branch encoder-decoder network for image tampering localization
Y Luo, C Liang, S Qin, J Liu, Q Fu, S Yang - Applied Soft Computing, 2024 - Elsevier
Tampered images with false information can mislead viewers and pose security issues.
Tampering traces in images are difficult to detect. To locate tampering traces effectively, a …
Tampering traces in images are difficult to detect. To locate tampering traces effectively, a …
DiRLoc: Disentanglement Representation Learning for Robust Image Forgery Localization
Deep Learning image forgery localization methods have achieved remarkable results but
cannot maintain comparable performance when the forgery images are JPEG compressed …
cannot maintain comparable performance when the forgery images are JPEG compressed …
MTFDN: An image copy‐move forgery detection method based on multi‐task learning
P Liang, H Tu, A Hussain, Z Li - Expert Systems, 2025 - Wiley Online Library
Image copy‐move forgery, where an image region is copied and pasted within the same
image, is a simple yet widely employed manipulation. In this paper, we rethink copy‐move …
image, is a simple yet widely employed manipulation. In this paper, we rethink copy‐move …
EL-FDL: Improving Image Forgery Detection and Localization via Ensemble Learning
B Wang, F Wang, J Wang, H Yan, S Zhou… - … Conference on Artificial …, 2024 - Springer
The widespread dissemination of diverse forgery images has profoundly impacted social
life. Thus, image forgery detection techniques are becoming increasingly urgent. Existing …
life. Thus, image forgery detection techniques are becoming increasingly urgent. Existing …
[PDF][PDF] Exploring the Effectiveness of CNN and VGG16 with ELA in Image Tampering Detection
P Thakur, B Joshi, K Kachave, K Pawar - ijltes.com
The proliferation of manipulated images in the digital landscape necessitates advanced
techniques for accurate image tampering detection. This research investigates and presents …
techniques for accurate image tampering detection. This research investigates and presents …