Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385436667> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W4385436667 abstract "Invisible image watermarking is essential for image copyright protection. Compared to RGB images, RAW format images use a higher dynamic range to capture the radiometric characteristics of the camera sensor, providing greater flexibility in post-processing and retouching. Similar to the master recording in the music industry, RAW images are considered the original format for distribution and image production, thus requiring copyright protection. Existing watermarking methods typically target RGB images, leaving a gap for RAW images. To address this issue, we propose the first deep learning-based RAW Image Watermarking (RAWIW) framework for copyright protection. Unlike RGB image watermarking, our method achieves cross-domain copyright protection. We directly embed copyright information into RAW images, which can be later extracted from the corresponding RGB images generated by different post-processing methods. To achieve end-to-end training of the framework, we integrate a neural network that simulates the ISP pipeline to handle the RAW-to-RGB conversion process. To further validate the generalization of our framework to traditional ISP pipelines and its robustness to transmission distortion, we adopt a distortion network. This network simulates various types of noises introduced during the traditional ISP pipeline and transmission. Furthermore, we employ a three-stage training strategy to strike a balance between robustness and concealment of watermarking. Our extensive experiments demonstrate that RAWIW successfully achieves cross-domain copyright protection for RAW images while maintaining their visual quality and robustness to ISP pipeline distortions." @default.
- W4385436667 created "2023-08-01" @default.
- W4385436667 creator A5025137072 @default.
- W4385436667 creator A5058313495 @default.
- W4385436667 creator A5064168853 @default.
- W4385436667 creator A5074952814 @default.
- W4385436667 creator A5087407889 @default.
- W4385436667 creator A5089352894 @default.
- W4385436667 creator A5089404504 @default.
- W4385436667 date "2023-07-28" @default.
- W4385436667 modified "2023-09-28" @default.
- W4385436667 title "RAWIW: RAW Image Watermarking Robust to ISP Pipeline" @default.
- W4385436667 doi "https://doi.org/10.48550/arxiv.2307.15443" @default.
- W4385436667 hasPublicationYear "2023" @default.
- W4385436667 type Work @default.
- W4385436667 citedByCount "0" @default.
- W4385436667 crossrefType "posted-content" @default.
- W4385436667 hasAuthorship W4385436667A5025137072 @default.
- W4385436667 hasAuthorship W4385436667A5058313495 @default.
- W4385436667 hasAuthorship W4385436667A5064168853 @default.
- W4385436667 hasAuthorship W4385436667A5074952814 @default.
- W4385436667 hasAuthorship W4385436667A5087407889 @default.
- W4385436667 hasAuthorship W4385436667A5089352894 @default.
- W4385436667 hasAuthorship W4385436667A5089404504 @default.
- W4385436667 hasBestOaLocation W43854366671 @default.
- W4385436667 hasConcept C104317684 @default.
- W4385436667 hasConcept C115961682 @default.
- W4385436667 hasConcept C150817343 @default.
- W4385436667 hasConcept C154945302 @default.
- W4385436667 hasConcept C185592680 @default.
- W4385436667 hasConcept C199360897 @default.
- W4385436667 hasConcept C31972630 @default.
- W4385436667 hasConcept C41008148 @default.
- W4385436667 hasConcept C43521106 @default.
- W4385436667 hasConcept C55493867 @default.
- W4385436667 hasConcept C63479239 @default.
- W4385436667 hasConcept C82990744 @default.
- W4385436667 hasConceptScore W4385436667C104317684 @default.
- W4385436667 hasConceptScore W4385436667C115961682 @default.
- W4385436667 hasConceptScore W4385436667C150817343 @default.
- W4385436667 hasConceptScore W4385436667C154945302 @default.
- W4385436667 hasConceptScore W4385436667C185592680 @default.
- W4385436667 hasConceptScore W4385436667C199360897 @default.
- W4385436667 hasConceptScore W4385436667C31972630 @default.
- W4385436667 hasConceptScore W4385436667C41008148 @default.
- W4385436667 hasConceptScore W4385436667C43521106 @default.
- W4385436667 hasConceptScore W4385436667C55493867 @default.
- W4385436667 hasConceptScore W4385436667C63479239 @default.
- W4385436667 hasConceptScore W4385436667C82990744 @default.
- W4385436667 hasLocation W43854366671 @default.
- W4385436667 hasOpenAccess W4385436667 @default.
- W4385436667 hasPrimaryLocation W43854366671 @default.
- W4385436667 hasRelatedWork W2035976912 @default.
- W4385436667 hasRelatedWork W2052518016 @default.
- W4385436667 hasRelatedWork W2085956791 @default.
- W4385436667 hasRelatedWork W2283162247 @default.
- W4385436667 hasRelatedWork W2314488738 @default.
- W4385436667 hasRelatedWork W2524507886 @default.
- W4385436667 hasRelatedWork W2541791370 @default.
- W4385436667 hasRelatedWork W2771653066 @default.
- W4385436667 hasRelatedWork W2901949253 @default.
- W4385436667 hasRelatedWork W4212983513 @default.
- W4385436667 isParatext "false" @default.
- W4385436667 isRetracted "false" @default.
- W4385436667 workType "article" @default.