SSH-Net combines a CNN noise-removal decoder and a sparse Transformer watermark decoder with a shared encoder and gate fusion, claiming SOTA noisy watermark removal, but its self-supervised target is not an unbiased estimator of the clean image.
Protecting publicly-available images with an invisible image watermark
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.MM 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal
SSH-Net combines a CNN noise-removal decoder and a sparse Transformer watermark decoder with a shared encoder and gate fusion, claiming SOTA noisy watermark removal, but its self-supervised target is not an unbiased estimator of the clean image.