Watermark vaccine: Adversarial attacks to prevent watermark removal
As a common security tool, visible watermarking has been widely applied to protect
copyrights of digital images. However, recent works have shown that visible watermarks can …
copyrights of digital images. However, recent works have shown that visible watermarks can …
Spatial-separated curve rendering network for efficient and high-resolution image harmonization
Image harmonization aims to modify the color of the composited region according to the
specific background. Previous works model this task as a pixel-wise image translation using …
specific background. Previous works model this task as a pixel-wise image translation using …
Fine-grained Visible Watermark Removal
Visible watermark removal aims to erase the watermark from watermarked image and
recover the background image, which is a challenging task due to the diverse watermarks …
recover the background image, which is a challenging task due to the diverse watermarks …
DENet: disentangled embedding network for visible watermark removal
Adding visible watermark into image is a common copyright protection method of medias.
Meanwhile, public research on watermark removal can be utilized as an adversarial …
Meanwhile, public research on watermark removal can be utilized as an adversarial …
Visible watermark removal via self-calibrated localization and background refinement
Superimposing visible watermarks on images provides a powerful weapon to cope with the
copyright issue. Watermark removal techniques, which can strengthen the robustness of …
copyright issue. Watermark removal techniques, which can strengthen the robustness of …
Hierarchical Contrastive Learning for Pattern-Generalizable Image Corruption Detection
Effective image restoration with large-size corruptions, such as blind image inpainting,
entails precise detection of corruption region masks which remains extremely challenging …
entails precise detection of corruption region masks which remains extremely challenging …
Universal watermark vaccine: Universal adversarial perturbations for watermark protection
As computing ability continues to rapidly develop, neural networks have found widespread
use in various fields. However, in the realm of visible watermarking for image copyright …
use in various fields. However, in the realm of visible watermarking for image copyright …
Invisible image watermarks are provably removable using generative ai
Invisible watermarks safeguard images' copyright by embedding hidden messages only
detectable by owners. They also prevent people from misusing images, especially those …
detectable by owners. They also prevent people from misusing images, especially those …
An improved u-net for watermark removal
L Fu, B Shi, L Sun, J Zeng, D Chen, H Zhao, C Tian - Electronics, 2022 - mdpi.com
Convolutional neural networks (CNNs) with different layers have performed with excellent
results in watermark removal. However, how to extract robust and effective features via …
results in watermark removal. However, how to extract robust and effective features via …
RemovalNet: DNN Fingerprint Removal Attacks
With the performance of deep neural networks (DNNs) remarkably improving, DNNs have
been widely used in many areas. Consequently, the DNN model has become a valuable …
been widely used in many areas. Consequently, the DNN model has become a valuable …