StegaVideo: Robust High-Resolution Video Steganography with Temporal and Edge Guidance

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dc.contributor.authorHu, Kunen_US
dc.contributor.authorHu, Zixuanen_US
dc.contributor.authorZhu, Qianhuien_US
dc.contributor.authorWang, Xiaochaoen_US
dc.contributor.authorWang, Xingjunen_US
dc.contributor.editorChen, Renjieen_US
dc.contributor.editorRitschel, Tobiasen_US
dc.contributor.editorWhiting, Emilyen_US
dc.date.accessioned2024-10-13T18:03:28Z
dc.date.available2024-10-13T18:03:28Z
dc.date.issued2024
dc.description.abstractCurrent video steganography frameworks have difficulties in balancing robustness and imperceptibility at high resolution. To achieve better video coherence, robustness, and invisibility, we propose an efficient high-resolution video steganography method, named StegaVideo, that utilizes temporal guidance and edge guidance techniques. StegaVideo particularly focuses on concentrating the embedding message in the edge region to enhance invisibility, achieving a Peak Signal to Noise Ratio (PSNR) value of over 38 dB. We simulate various attacks to enhance robustness, with an average bit accuracy of above 99.5%. We use a faster embedding and extracting network, resulting in a 10× improvement in inference speed. Our method outperforms current leading video steganography systems in terms of efficiency, robustness, resolution, and inference speed, as demonstrated by the experiment. Our code will be publicly available at https://github.com/LittleFocus2201/StegaVideo.en_US
dc.description.sectionheadersImage and Video Enhancement I
dc.description.seriesinformationPacific Graphics Conference Papers and Posters
dc.identifier.doi10.2312/pg.20241280
dc.identifier.isbn978-3-03868-250-9
dc.identifier.pages12 pages
dc.identifier.urihttps://doi.org/10.2312/pg.20241280
dc.identifier.urihttps://diglib.eg.org/handle/10.2312/pg20241280
dc.publisherThe Eurographics Associationen_US
dc.rightsAttribution 4.0 International License
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectCCS Concepts: Computing methodologies → Video processing; Computer vision; Video Steganography
dc.subjectComputing methodologies → Video processing
dc.subjectComputer vision
dc.subjectVideo Steganography
dc.titleStegaVideo: Robust High-Resolution Video Steganography with Temporal and Edge Guidanceen_US
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